Lawrence Carin - Publications

Affiliations: 
Duke University, Durham, NC 
Area:
Electronics and Electrical Engineering, Statistics

152 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2020 Wisely CE, Wang D, Henao R, Grewal DS, Thompson AC, Robbins CB, Yoon SP, Soundararajan S, Polascik BW, Burke JR, Liu A, Carin L, Fekrat S. Convolutional neural network to identify symptomatic Alzheimer's disease using multimodal retinal imaging. The British Journal of Ophthalmology. PMID 33243829 DOI: 10.1136/bjophthalmol-2020-317659  0.4
2020 Ting DSW, Carin L, Dzau V, Wong TY. Digital technology and COVID-19. Nature Medicine. 26: 459-461. PMID 32284618 DOI: 10.1038/S41591-020-0824-5  0.4
2019 Ting DSW, Carin L, Abramoff MD. Observations and Lessons Learned From the Artificial Intelligence Studies for Diabetic Retinopathy Screening. Jama Ophthalmology. PMID 31194219 DOI: 10.1001/Jamaophthalmol.2019.1997  0.4
2019 Carlson D, Carin L. Continuing progress of spike sorting in the era of big data. Current Opinion in Neurobiology. 55: 90-96. PMID 30856552 DOI: 10.1016/J.Conb.2019.02.007  0.4
2018 Hultman R, Ulrich K, Sachs BD, Blount C, Carlson DE, Ndubuizu N, Bagot RC, Parise EM, Vu MT, Gallagher NM, Wang J, Silva AJ, Deisseroth K, Mague SD, Caron MG, ... ... Carin L, et al. Brain-wide Electrical Spatiotemporal Dynamics Encode Depression Vulnerability. Cell. PMID 29502969 DOI: 10.1016/J.Cell.2018.02.012  0.48
2017 Carlson D, David LK, Gallagher NM, Vu MT, Shirley M, Hultman R, Wang J, Burrus C, McClung CA, Kumar S, Carin L, Mague SD, Dzirasa K. Dynamically Timed Stimulation of Corticolimbic Circuitry Activates a Stress-Compensatory Pathway. Biological Psychiatry. PMID 28728677 DOI: 10.1016/J.Biopsych.2017.06.008  0.48
2016 Yuan X, Liao X, Llull P, Brady D, Carin L. Efficient patch-based approach for compressive depth imaging. Applied Optics. 55: 7556-7564. PMID 27661583 DOI: 10.1364/Ao.55.007556  0.92
2016 Hultman R, Mague SD, Li Q, Katz BM, Michel N, Lin L, Wang J, David LK, Blount C, Chandy R, Carlson D, Ulrich K, Carin L, Dunson D, Kumar S, et al. Dysregulation of Prefrontal Cortex-Mediated Slow-Evolving Limbic Dynamics Drives Stress-Induced Emotional Pathology. Neuron. PMID 27346529 DOI: 10.1016/J.Neuron.2016.05.038  0.76
2016 Wang L, Chen M, Rodrigues M, Wilcox D, Calderbank R, Carin L. Information-Theoretic Compressive Measurement Design. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 27187951 DOI: 10.1109/Tpami.2016.2568189  0.56
2016 Tsalik EL, Henao R, Nichols M, Burke T, Ko ER, McClain MT, Hudson LL, Mazur A, Freeman DH, Veldman T, Langley RJ, Quackenbush EB, Glickman SW, Cairns CB, Jaehne AK, ... ... Carin L, et al. Host gene expression classifiers diagnose acute respiratory illness etiology. Science Translational Medicine. 8: 322ra11. PMID 26791949 DOI: 10.1126/Scitranslmed.Aad6873  1
2016 Yuan X, Liao X, Llull P, Brady D, Carin L. Efficient patch-based approach for compressive depth imaging Applied Optics. 55: 7556-7564. DOI: 10.1364/AO.55.007556  1
2016 Odinaka I, Greenberg JA, Kaganovsky Y, Holmgren A, Hassan M, Politte DG, O'Sullivan JA, Carin L, Brady DJ. Coded aperture x-ray diffraction imaging with transmission computed tomography side-information Progress in Biomedical Optics and Imaging - Proceedings of Spie. 9783. DOI: 10.1117/12.2216915  1
2016 Cao X, Yue T, Lin X, Lin S, Yuan X, Dai Q, Carin L, Brady DJ. Computational Snapshot Multispectral Cameras: Toward dynamic capture of the spectral world Ieee Signal Processing Magazine. 33: 95-108. DOI: 10.1109/Msp.2016.2582378  1
2016 Carlson D, Hsieh YP, Collins E, Carin L, Cevher V. Stochastic Spectral Descent for Discrete Graphical Models Ieee Journal On Selected Topics in Signal Processing. 10: 296-311. DOI: 10.1109/Jstsp.2015.2505684  1
2016 Wang L, Renna F, Yuan X, Rodrigues M, Calderbank R, Carin L. A general framework for reconstruction and classification from compressive measurements with side information Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 2016: 4239-4243. DOI: 10.1109/ICASSP.2016.7472476  1
2015 Tsai TH, Llull P, Yuan X, Carin L, Brady DJ. Spectral-temporal compressive imaging. Optics Letters. 40: 4054-7. PMID 26368710 DOI: 10.1364/Ol.40.004054  1
2015 Polatkan G, Zhou M, Carin L, Blei D, Daubechies I. A Bayesian Nonparametric Approach to Image Super-Resolution. Ieee Transactions On Pattern Analysis and Machine Intelligence. 37: 346-58. PMID 26353246 DOI: 10.1109/Tpami.2014.2321404  1
2015 Zhou M, Carin L. Negative Binomial Process Count and Mixture Modeling. Ieee Transactions On Pattern Analysis and Machine Intelligence. 37: 307-20. PMID 26353243 DOI: 10.1109/Tpami.2013.211  1
2015 Yang J, Liao X, Yuan X, Llull P, Brady DJ, Sapiro G, Carin L. Compressive sensing by learning a Gaussian mixture model from measurements. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 24: 106-19. PMID 25361508 DOI: 10.1109/Tip.2014.2365720  1
2015 Lu Y, Carin L, Coifman R, Shain W, Roysam B. Quantitative arbor analytics: unsupervised harmonic co-clustering of populations of brain cell arbors based on L-measure. Neuroinformatics. 13: 47-63. PMID 25086878 DOI: 10.1007/S12021-014-9237-2  1
2015 Kaganovsky Y, Han S, Degirmenci S, Politte DG, Brady DJ, O’Sullivan JA, Carin L. Alternating minimization algorithm with automatic relevance determination for transmission tomography under poisson noise Siam Journal On Imaging Sciences. 8: 2087-2132. DOI: 10.1137/141000038  1
2015 Wang L, Huang J, Yuan X, Krishnamurthy K, Greenberg J, Cevher V, Rodrigues MRD, Brady D, Calderbank R, Carin L. Signal recovery and system calibration from multiple compressive poisson measurements Siam Journal On Imaging Sciences. 8: 1923-1954. DOI: 10.1137/140998779  1
2015 Kaganovsky Y, Degirmenci S, Han S, Odinaka I, Politte DG, Brady DJ, O'Sullivan JA, Carin L. Alternating minimization algorithm with iteratively reweighted quadratic penalties for compressive transmission tomography Progress in Biomedical Optics and Imaging - Proceedings of Spie. 9413. DOI: 10.1117/12.2081986  1
2015 Yuan X, Tsai TH, Zhu R, Llull P, Brady D, Carin L. Compressive hyperspectral imaging with side information Ieee Journal On Selected Topics in Signal Processing. 9: 964-976. DOI: 10.1109/Jstsp.2015.2411575  1
2015 Renna F, Wang L, Yuan X, Yang J, Reeves G, Calderbank R, Carin L, Rodrigues MRD. Classification and reconstruction of compressed GMM signals with side information Ieee International Symposium On Information Theory - Proceedings. 2015: 994-998. DOI: 10.1109/ISIT.2015.7282604  1
2015 Lian W, Talmon R, Zaveri H, Carin L, Coifman R. Multivariate time-series analysis and diffusion maps Signal Processing. 116: 13-28. DOI: 10.1016/J.Sigpro.2015.04.003  1
2015 Hu C, Rai P, Chen C, Harding M, Carin L. Scalable bayesian non-negative tensor factorization for massive count data Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 9285: 53-70. DOI: 10.1007/978-3-319-23525-7_4  1
2014 Tsalik EL, Langley RJ, Dinwiddie DL, Miller NA, Yoo B, van Velkinburgh JC, Smith LD, Thiffault I, Jaehne AK, Valente AM, Henao R, Yuan X, Glickman SW, Rice BJ, McClain MT, ... Carin L, et al. An integrated transcriptome and expressed variant analysis of sepsis survival and death. Genome Medicine. 6: 111. PMID 25538794 DOI: 10.1186/S13073-014-0111-5  1
2014 Kaganovsky Y, Li D, Holmgren A, Jeon H, MacCabe KP, Politte DG, O'Sullivan JA, Carin L, Brady DJ. Compressed sampling strategies for tomography. Journal of the Optical Society of America. a, Optics, Image Science, and Vision. 31: 1369-94. PMID 25121423 DOI: 10.1364/Josaa.31.001369  1
2014 Yang J, Yuan X, Liao X, Llull P, Brady DJ, Sapiro G, Carin L. Video compressive sensing using Gaussian mixture models. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 23: 4863-78. PMID 25095253 DOI: 10.1109/Tip.2014.2344294  1
2014 Padmanabhan RK, Somasundar VH, Griffith SD, Zhu J, Samoyedny D, Tan KS, Hu J, Liao X, Carin L, Yoon SS, Flaherty KT, Dipaola RS, Heitjan DF, Lal P, Feldman MD, et al. An active learning approach for rapid characterization of endothelial cells in human tumors. Plos One. 9: e90495. PMID 24603893 DOI: 10.1371/Journal.Pone.0090495  1
2014 Ray P, Zheng L, Lucas J, Carin L. Bayesian joint analysis of heterogeneous genomics data. Bioinformatics (Oxford, England). 30: 1370-6. PMID 24489367 DOI: 10.1093/Bioinformatics/Btu064  1
2014 Duarte-Carvajalino JM, Lenglet C, Xu J, Yacoub E, Ugurbil K, Moeller S, Carin L, Sapiro G. Estimation of the CSA-ODF using Bayesian compressed sensing of multi-shell HARDI. Magnetic Resonance in Medicine. 72: 1471-85. PMID 24338816 DOI: 10.1002/Mrm.25046  1
2014 Stevens A, Yang H, Carin L, Arslan I, Browning ND. The potential for Bayesian compressive sensing to significantly reduce electron dose in high-resolution STEM images. Microscopy (Oxford, England). 63: 41-51. PMID 24151325 DOI: 10.1093/Jmicro/Dft042  0.72
2014 Carlson DE, Vogelstein JT, Qisong Wu, Wenzhao Lian, Mingyuan Zhou, Stoetzner CR, Kipke D, Weber D, Dunson DB, Carin L. Multichannel electrophysiological spike sorting via joint dictionary learning and mixture modeling. Ieee Transactions On Bio-Medical Engineering. 61: 41-54. PMID 23912463 DOI: 10.1109/Tbme.2013.2275751  1
2014 Renna F, Calderbank R, Carin L, Rodrigues MRD. Reconstruction of signals drawn from a gaussian mixture via noisy compressive measurements Ieee Transactions On Signal Processing. 62: 2265-2277. DOI: 10.1109/Tsp.2014.2309560  1
2014 Arce GR, Brady DJ, Carin L, Arguello H, Kittle DS. Compressive coded aperture spectral imaging: An introduction Ieee Signal Processing Magazine. 31: 105-115. DOI: 10.1109/Msp.2013.2278763  1
2014 Yuan X, Llull P, Liao X, Yang J, Brady DJ, Sapiro G, Carin L. Low-cost compressive sensing for color video and depth Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 3318-3325. DOI: 10.1109/CVPR.2014.424  1
2014 Xing Z, Nicholson B, Jimenez M, Veldman T, Hudson L, Lucas J, Dunson D, Zaas AK, Woods CW, Ginsburg GS, Carin L. Bayesian modeling of temporal properties of infectious disease in a college student population Journal of Applied Statistics. 41: 1358-1382. DOI: 10.1080/02664763.2013.870138  1
2013 Henao R, Murray J, Ginsburg G, Carin L, Lucas JE. Patient clustering with uncoded text in electronic medical records. Amia ... Annual Symposium Proceedings / Amia Symposium. Amia Symposium. 2013: 592-9. PMID 24551361  1
2013 Zhou M, Carin L. Negative Binomial Process Count and Mixture Modeling. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 24144977  1
2013 Zaas AK, Burke T, Chen M, McClain M, Nicholson B, Veldman T, Tsalik EL, Fowler V, Rivers EP, Otero R, Kingsmore SF, Voora D, Lucas J, Hero AO, Carin L, et al. A host-based RT-PCR gene expression signature to identify acute respiratory viral infection. Science Translational Medicine. 5: 203ra126. PMID 24048524 DOI: 10.1126/Scitranslmed.3006280  1
2013 Murray JS, Dunson DB, Carin L, Lucas JE. Bayesian Gaussian Copula Factor Models for Mixed Data. Journal of the American Statistical Association. 108: 656-665. PMID 23990691 DOI: 10.1080/01621459.2012.762328  1
2013 Karumbaiah L, Saxena T, Carlson D, Patil K, Patkar R, Gaupp EA, Betancur M, Stanley GB, Carin L, Bellamkonda RV. Relationship between intracortical electrode design and chronic recording function. Biomaterials. 34: 8061-74. PMID 23891081 DOI: 10.1016/J.Biomaterials.2013.07.016  1
2013 Langley RJ, Tsalik EL, van Velkinburgh JC, Glickman SW, Rice BJ, Wang C, Chen B, Carin L, Suarez A, Mohney RP, Freeman DH, Wang M, You J, Wulff J, Thompson JW, et al. An integrated clinico-metabolomic model improves prediction of death in sepsis. Science Translational Medicine. 5: 195ra95. PMID 23884467 DOI: 10.1126/Scitranslmed.3005893  1
2013 Chen B, Polatkan G, Sapiro G, Blei D, Dunson D, Carin L. Deep learning with hierarchical convolutional factor analysis. Ieee Transactions On Pattern Analysis and Machine Intelligence. 35: 1887-901. PMID 23787342 DOI: 10.1109/Tpami.2013.19  1
2013 Llull P, Liao X, Yuan X, Yang J, Kittle D, Carin L, Sapiro G, Brady DJ. Coded aperture compressive temporal imaging. Optics Express. 21: 10526-45. PMID 23669910 DOI: 10.1364/Oe.21.010526  1
2013 Woods CW, McClain MT, Chen M, Zaas AK, Nicholson BP, Varkey J, Veldman T, Kingsmore SF, Huang Y, Lambkin-Williams R, Gilbert AG, Hero AO, Ramsburg E, Glickman S, Lucas JE, ... Carin L, et al. A host transcriptional signature for presymptomatic detection of infection in humans exposed to influenza H1N1 or H3N2. Plos One. 8: e52198. PMID 23326326 DOI: 10.1371/Journal.Pone.0052198  1
2013 Henao R, Thompson JW, Moseley MA, Ginsburg GS, Carin L, Lucas JE. Latent protein trees Annals of Applied Statistics. 7: 691-713. DOI: 10.1214/13-Aoas639  1
2013 Rajwade A, Kittle D, Tsai TH, Brady D, Carin L. Coded hyperspectral imaging and blind compressive sensing Siam Journal On Imaging Sciences. 6: 782-812. DOI: 10.1137/120875302  1
2013 Duarte-Carvajalino JM, Yu G, Carin L, Sapiro G. Task-driven adaptive statistical compressive sensing of gaussian mixture models Ieee Transactions On Signal Processing. 61: 585-600. DOI: 10.1109/Tsp.2012.2225054  1
2013 Lu Y, Trett K, Shain W, Carin L, Coifman R, Roysam B. Quantitative profiling of microglia populations using harmonic co-clustering of arbor morphology measurements Proceedings - International Symposium On Biomedical Imaging. 1360-1363. DOI: 10.1109/ISBI.2013.6556785  1
2013 Yang J, Yuan X, Liao X, Llull P, Sapiro G, Brady DJ, Carin L. Gaussian mixture model for video compressive sensing 2013 Ieee International Conference On Image Processing, Icip 2013 - Proceedings. 19-23. DOI: 10.1109/ICIP.2013.6738005  1
2013 Yuan X, Yang J, Llull P, Liao X, Sapiro G, Brady DJ, Carin L. Adaptive temporal compressive sensing for video 2013 Ieee International Conference On Image Processing, Icip 2013 - Proceedings. 14-18. DOI: 10.1109/ICIP.2013.6738004  1
2013 Renna F, Rodrigues MRD, Chen M, Calderbank R, Carin L. Compressive sensing for incoherent imaging systems with optical constraints Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 5484-5488. DOI: 10.1109/ICASSP.2013.6638712  1
2013 Renna F, Calderbank R, Carin L, Rodrigues MRD. Reconstruction of Gaussian mixture models from compressive measurements: A phase transition view 2013 Ieee Global Conference On Signal and Information Processing, Globalsip 2013 - Proceedings. 628. DOI: 10.1109/GlobalSIP.2013.6736965  1
2013 Salazar E, Dunson DB, Carin L. Analysis of space-time relational data with application to legislative voting Computational Statistics and Data Analysis. 68: 141-154. DOI: 10.1016/J.Csda.2013.06.018  1
2012 Zhou M, Li L, Dunson D, Carin L. Lognormal and Gamma Mixed Negative Binomial Regression. Proceedings of the ... International Conference On Machine Learning. International Conference On Machine Learning. 2012: 1343-1350. PMID 25279391  1
2012 Carin L, Hero A, Lucas J, Dunson D, Chen M, Heñao R, Tibau-Puig A, Zaas A, Woods CW, Ginsburg GS. High-Dimensional Longitudinal Genomic Data: An analysis used for monitoring viral infections. Ieee Signal Processing Magazine. 29: 108-123. PMID 24678238 DOI: 10.1109/Msp.2011.943009  0.76
2012 Ding M, He L, Dunson D, Carin L. Nonparametric Bayesian Segmentation of a Multivariate Inhomogeneous Space-Time Poisson Process. Bayesian Analysis (Online). 7: 813-840. PMID 23741284 DOI: 10.1214/12-Ba727  0.92
2012 Zhou M, Chen H, Paisley J, Ren L, Li L, Xing Z, Dunson D, Sapiro G, Carin L. Nonparametric Bayesian dictionary learning for analysis of noisy and incomplete images. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 21: 130-44. PMID 21693421 DOI: 10.1109/Tip.2011.2160072  1
2012 Xing Z, Zhou M, Castrodad A, Sapiro G, Carin L. Dictionary learning for noisy and incomplete hyperspectral images Siam Journal On Imaging Sciences. 5: 33-56. DOI: 10.1137/110837486  1
2012 Henao R, Thompson JW, Moseley MA, Ginsburg GS, Carin L, Lucas JE. Hierarchical factor modeling of proteomics data 2012 Ieee 2nd International Conference On Computational Advances in Bio and Medical Sciences, Iccabs 2012. DOI: 10.1109/ICCABS.2012.6182638  1
2012 Duarte-Carvajalino JM, Yu G, Carin L, Sapiro G. Adapted statistical compressive sensing: Learning to sense gaussian mixture models Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 3653-3656. DOI: 10.1109/ICASSP.2012.6288708  1
2011 Zhang X, Dunson DB, Carin L. Tree-Structured Infinite Sparse Factor Model. Proceedings of the ... International Conference On Machine Learning. International Conference On Machine Learning. 2011: 785-792. PMID 25279389  1
2011 Chen H, Dunson DB, Carin L. Topic Modeling with Nonparametric Markov Tree. Proceedings of the ... International Conference On Machine Learning. International Conference On Machine Learning. 2011: 377-384. PMID 25279387  1
2011 Ren L, Du L, Carin L, Dunson DB. Logistic Stick-Breaking Process. Journal of Machine Learning Research : Jmlr. 12: 203-239. PMID 25258593  1
2011 Carin L, Baraniuk RG, Cevher V, Dunson D, Jordan MI, Sapiro G, Wakin MB. Learning Low-Dimensional Signal Models: A Bayesian approach based on incomplete measurements. Ieee Signal Processing Magazine. 28. PMID 24363544 DOI: 10.1109/Msp.2010.939733  1
2011 Chen M, Zaas A, Woods C, Ginsburg GS, Lucas J, Dunson D, Carin L. Predicting Viral Infection From High-Dimensional Biomarker Trajectories. Journal of the American Statistical Association. 106: 1259-1279. PMID 23704802 DOI: 10.1198/Jasa.2011.Ap10611  1
2011 Huang Y, Zaas AK, Rao A, Dobigeon N, Woolf PJ, Veldman T, Øien NC, McClain MT, Varkey JB, Nicholson B, Carin L, Kingsmore S, Woods CW, Ginsburg GS, Hero AO. Temporal dynamics of host molecular responses differentiate symptomatic and asymptomatic influenza a infection. Plos Genetics. 7: e1002234. PMID 21901105 DOI: 10.1371/Journal.Pgen.1002234  1
2011 Ding X, He L, Carin L. Bayesian robust principal component analysis. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 20: 3419-30. PMID 21606026 DOI: 10.1109/Tip.2011.2156801  0.92
2011 Chen M, Carlson D, Zaas A, Woods CW, Ginsburg GS, Hero A, Lucas J, Carin L. Detection of viruses via statistical gene expression analysis. Ieee Transactions On Bio-Medical Engineering. 58: 468-79. PMID 20643599 DOI: 10.1109/Tbme.2010.2059702  1
2011 Castrodad A, Xing Z, Greer JB, Bosch E, Carin L, Sapiro G. Learning discriminative sparse representations for modeling, source separation, and mapping of hyperspectral imagery Ieee Transactions On Geoscience and Remote Sensing. 49: 4263-4281. DOI: 10.1109/Tgrs.2011.2163822  1
2011 Wang E, Silva J, Willett R, Carin L. Time-evolving modeling of social networks Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 2184-2187. DOI: 10.1109/ICASSP.2011.5946761  1
2010 Blei D, Carin L, Dunson D. Probabilistic Topic Models: A focus on graphical model design and applications to document and image analysis. Ieee Signal Processing Magazine. 27: 55-65. PMID 25104898 DOI: 10.1109/Msp.2010.938079  0.76
2010 Wang C, Liao X, Carin L, Dunson DB. Classification with Incomplete Data Using Dirichlet Process Priors. Journal of Machine Learning Research : Jmlr. 11: 3269-3311. PMID 23990757  1
2010 Chen M, Silva J, Paisley J, Wang C, Dunson D, Carin L. Compressive Sensing on Manifolds Using a Nonparametric Mixture of Factor Analyzers: Algorithm and Performance Bounds. Ieee Transactions On Signal Processing : a Publication of the Ieee Signal Processing Society. 58: 6140-6155. PMID 23894225 DOI: 10.1109/Tsp.2010.2070796  0.76
2010 Chen B, Chen M, Paisley J, Zaas A, Woods C, Ginsburg GS, Hero A, Lucas J, Dunson D, Carin L. Bayesian inference of the number of factors in gene-expression analysis: application to human virus challenge studies. Bmc Bioinformatics. 11: 552. PMID 21062443 DOI: 10.1186/1471-2105-11-552  1
2010 Pruteanu-Malinici I, Ren L, Paisley J, Wang E, Carin L. Hierarchical bayesian modeling of topics in time-stamped documents. Ieee Transactions On Pattern Analysis and Machine Intelligence. 32: 996-1011. PMID 20431127 DOI: 10.1109/Tpami.2009.125  1
2010 Ren L, Dunson D, Lindroth S, Carin L. Dynamic nonparametric bayesian models for analysis of music Journal of the American Statistical Association. 105: 458-472. DOI: 10.1198/Jasa.2009.Ap08497  1
2010 Du L, Chen M, Lucas J, Carin L. Sticky hidden Markov modeling of comparative genomic hybridization Ieee Transactions On Signal Processing. 58: 5353-5368. DOI: 10.1109/Tsp.2010.2053033  1
2010 Cevher V, Indyk P, Carin L, Baraniuk R. Sparse signal recovery and acquisition with graphical models Ieee Signal Processing Magazine. 27: 92-103. DOI: 10.1109/Msp.2010.938029  1
2010 Paisley J, Zhou M, Sapiro G, Carin L. Nonparametric image interpolation and dictionary learning using spatially-dependent dirichlet and beta process priors Proceedings - International Conference On Image Processing, Icip. 1869-1872. DOI: 10.1109/ICIP.2010.5653350  1
2010 Castrodad A, Xing Z, Greer J, Bosch E, Carin L, Sapiro G. Discriminative sparse representations in hyperspectral imagery Proceedings - International Conference On Image Processing, Icip. 1313-1316. DOI: 10.1109/ICIP.2010.5651568  1
2010 Zaas AK, Chen M, Hero AO, Lucas J, Carin L, Ginsburg GS. Response: Improving Development of the Molecular Signature for Diagnosis of Acute Respiratory Viral Infections Cell Host and Microbe. 7: 102. DOI: 10.1016/J.Chom.2010.02.002  1
2009 Du L, Ren L, Dunson DB, Carin L. A Bayesian Model for Simultaneous Image Clustering, Annotation and Object Segmentation. Advances in Neural Information Processing Systems. 2009: 486-494. PMID 25360065  1
2009 Zaas AK, Chen M, Varkey J, Veldman T, Hero AO, Lucas J, Huang Y, Turner R, Gilbert A, Lambkin-Williams R, Øien NC, Nicholson B, Kingsmore S, Carin L, Woods CW, et al. Gene expression signatures diagnose influenza and other symptomatic respiratory viral infections in humans. Cell Host & Microbe. 6: 207-17. PMID 19664979 DOI: 10.1016/J.Chom.2009.07.006  1
2009 Liu Q, Liao X, Carin HL, Stack JR, Carin L. Semisupervised multitask learning. Ieee Transactions On Pattern Analysis and Machine Intelligence. 31: 1074-86. PMID 19372611 DOI: 10.1109/Tpami.2008.296  1
2009 Stack JR, Dobeck GJ, Liao X, Carin L. Kernel-matching pursuits with arbitrary loss functions. Ieee Transactions On Neural Networks / a Publication of the Ieee Neural Networks Council. 20: 395-405. PMID 19179248 DOI: 10.1109/Tnn.2008.2008337  1
2009 Ji S, Watson LT, Carin L. Semisupervised learning of hidden Markov models via a homotopy method. Ieee Transactions On Pattern Analysis and Machine Intelligence. 31: 275-87. PMID 19110493 DOI: 10.1109/Tpami.2008.71  1
2009 Ren L, Dunson DB, Lindroth S, Carin L. Music analysis with a Bayesian dynamic model Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 1681-1684. DOI: 10.1109/ICASSP.2009.4959925  1
2009 Wang C, An Q, Carin L, Dunson DB. Multi-task classification with infinite local experts Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 1569-1572. DOI: 10.1109/ICASSP.2009.4959897  1
2008 Pruteanu-Malinici I, Carin L. Infinite hidden Markov models for unusual-event detection in video. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 17: 811-22. PMID 18390385 DOI: 10.1109/Tip.2008.919359  1
2008 Bucaro JA, Houston BH, Saniga M, Dragonette LR, Yoder T, Dey S, Kraus L, Carin L. Broadband acoustic scattering measurements of underwater unexploded ordnance (UXO). The Journal of the Acoustical Society of America. 123: 738-46. PMID 18247878 DOI: 10.1121/1.2821794  0.44
2008 Dunson DB, Xue Y, Carin L. The matrix stick-breaking process: Flexible Bayes meta-analysis Journal of the American Statistical Association. 103: 317-327. DOI: 10.1198/016214507000001364  1
2008 Carin L, Cybenko G, Hughes J. Cybersecurity strategies: The QuERIES methodology Computer. 41: 20-26. DOI: 10.1109/Mc.2008.295  1
2008 Ren L, Dunson DB, Carin L. The dynamic hierarchical Dirichlet process Proceedings of the 25th International Conference On Machine Learning. 824-831.  1
2007 Ni K, Qi Y, Carin L. Multiaspect target detection via the infinite hidden Markov model. The Journal of the Acoustical Society of America. 121: 2731-42. PMID 17550173 DOI: 10.1121/1.2714912  1
2007 Williams D, Liao X, Xue Y, Carin L, Krishnapuram B. On classification with incomplete data. Ieee Transactions On Pattern Analysis and Machine Intelligence. 29: 427-36. PMID 17224613 DOI: 10.1109/Tpami.2007.52  1
2007 Ni K, Carin L, Dunson D. Multi-task learning for sequential data via iHMMs and the nested Dirichlet process Acm International Conference Proceeding Series. 227: 689-696. DOI: 10.1145/1273496.1273583  1
2007 Stack JR, Crosby F, McDonald RJ, Xue Y, Carin L. Multi-task learning for underwater object classification Proceedings of Spie - the International Society For Optical Engineering. 6553. DOI: 10.1117/12.717071  1
2007 Qi Y, Paisley JW, Carin L. Music analysis using hidden Markov mixture models Ieee Transactions On Signal Processing. 55: 5209-5224. DOI: 10.1109/Tsp.2007.898782  1
2007 Qi Y, Paisley JW, Carin L. Dirichlet process HMM mixture models with application to music analysis Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 2: II465-II468. DOI: 10.1109/ICASSP.2007.366273  1
2007 Ni K, Qi Y, Carin L. Multi-aspect target classification and detection via the infinite hidden markov model Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 2. DOI: 10.1109/ICASSP.2007.366265  1
2007 Bal G, Carin L, Liu D, Ren K. Experimental validation of a transport-based imaging method in highly scattering environments Inverse Problems. 23: 2527-2539. DOI: 10.1088/0266-5611/23/6/015  1
2007 Ji S, Carin L. Cost-sensitive feature acquisition and classification Pattern Recognition. 40: 1474-1485. DOI: 10.1016/J.Patcog.2006.11.008  1
2006 Ji S, Krishnapuram B, Carin L. Variational Bayes for continuous hidden Markov models and its application to active learning. Ieee Transactions On Pattern Analysis and Machine Intelligence. 28: 522-32. PMID 16566502 DOI: 10.1109/Tpami.2006.85  1
2006 Chang S, Carin L. A modified SPIHT algorithm for image coding with a joint MSE and classification distortion measure. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 15: 713-25. PMID 16519357 DOI: 10.1109/Tip.2005.860595  0.96
2006 Dasgupta N, Carin L. Texture analysis with variational hidden Markov trees Ieee Transactions On Signal Processing. 54: 2352-2356. DOI: 10.1109/Tsp.2006.872588  1
2006 Stack JR, Arrieta R, Liao X, Carin L. A kernel machine framework for feature optimization in multi-frequency sonar imagery Oceans 2006. DOI: 10.1109/OCEANS.2006.307121  1
2005 Krishnapuram B, Carin L, Figueiredo MA, Hartemink AJ. Sparse multinomial logistic regression: fast algorithms and generalization bounds. Ieee Transactions On Pattern Analysis and Machine Intelligence. 27: 957-68. PMID 15943426 DOI: 10.1109/Tpami.2005.127  1
2005 Dasgupta N, Carin L. Time-reversal imaging for classification of submerged elastic targets via Gibbs sampling and the Relevance Vector Machine. The Journal of the Acoustical Society of America. 117: 1999-2011. PMID 15898643 DOI: 10.1121/1.1862592  1
2005 Dasgupta N, Carin L. Time-reversal imaging for classification of submerged elastic targets via Gibbs sampling and the Relevance Vector Machine Journal of the Acoustical Society of America. 117: 1999-2011. DOI: 10.1121/1.1862592  1
2005 Dura E, Zhang Y, Liao X, Dobeck GJ, Carin L. Active learning for detection of mine-like objects in side-scan sonar imagery Ieee Journal of Oceanic Engineering. 30: 360-371. DOI: 10.1109/Joe.2005.850931  1
2005 Chen Y, Joines WT, Chai M, Liu QH, Carin L. Analysis, design, and construction of a broadband balun for coaxial-to-planar transmission lines Microwave and Optical Technology Letters. 44: 501-504. DOI: 10.1002/Mop.20679  1
2004 Krishnapuram B, Hartemink AJ, Carin L, Figueiredo MA. A Bayesian approach to joint feature selection and classifier design. Ieee Transactions On Pattern Analysis and Machine Intelligence. 26: 1105-11. PMID 15742887 DOI: 10.1109/Tpami.2004.55  1
2004 Liao X, Carin L. Application of the theory of optimal experiments to adaptive electromagnetic-induction sensing of buried targets. Ieee Transactions On Pattern Analysis and Machine Intelligence. 26: 961-72. PMID 15641727 DOI: 10.1109/Tpami.2004.38  0.72
2004 Krishnapuram B, Carin L, Hartemink AJ. Joint classifier and feature optimization for comprehensive cancer diagnosis using gene expression data. Journal of Computational Biology : a Journal of Computational Molecular Cell Biology. 11: 227-42. PMID 15285890 DOI: 10.1089/1066527041410463  1
2004 Carin L, Liu H, Yoder T, Couchman L, Houston B, Bucaro J. Wideband time-reversal imaging of an elastic target in an acoustic waveguide. The Journal of the Acoustical Society of America. 115: 259-68. PMID 14759019 DOI: 10.1121/1.1632482  0.56
2003 Zhu X, Carin L, Dogaru T. Parallel implementation of the biorthogonal multiresolution time-domain method. Journal of the Optical Society of America. a, Optics, Image Science, and Vision. 20: 844-55. PMID 12747432 DOI: 10.1364/Josaa.20.000844  0.48
2003 Liu Q, Krishnapuram B, Pratapa P, Liao X, Hartemink A, Carin L. Identification of differentially expressed proteins using MALDI-TOF mass spectra Conference Record of the Asilomar Conference On Signals, Systems and Computers. 2: 1323-1327.  1
2003 Krishnapuram B, Carin L, Hartemink AJ. Joint classifier and feature optimization for cancer diagnosis using gene expression data Proceedings of the Annual International Conference On Computational Molecular Biology, Recomb. 167-175.  1
2002 Bharadwaj P, Carin L. Infrared-image classification using hidden Markov trees Ieee Transactions On Pattern Analysis and Machine Intelligence. 24: 1394-1398. DOI: 10.1109/Tpami.2002.1039210  1
2002 Liao X, Carin L. A new algorithm for independent component analysis with or without constraints Proceedings of the Ieee Sensor Array and Multichannel Signal Processing Workshop. 2002: 413-417. DOI: 10.1109/SAM.2002.1191072  0.72
2002 Dasgupta N, Lin S, Carin L. Sequential modeling for identifying CpG island locations in human genome Ieee Signal Processing Letters. 9: 407-409. DOI: 10.1109/Lsp.2002.806062  1
2001 Collins LM, Zhang Y, Li J, Wang H, Carin L, Hart SJ, Rose-Pehrsson SL, Nelson HH, McDonald JR. A comparison of the performance of statistical and fuzzy algorithms for unexploded ordnance detection Ieee Transactions On Fuzzy Systems. 9: 17-30. DOI: 10.1109/91.917111  1
2001 Geng N, Sullivan A, Carin L. Fast multipole method for scattering from an arbitrary PEC target above or buried in a lossy half space Ieee Transactions On Antennas and Propagation. 49: 740-747. DOI: 10.1109/8.929628  1
2001 He J, Geng N, Nguyen L, Carin L. Rigorous Modeling of ultrawideband VHF scattering from tree trunks over flat and sloped terrain Ieee Transactions On Geoscience and Remote Sensing. 39: 2182-2193. DOI: 10.1109/36.957281  1
2001 Dong Y, Runkle PR, Carin L, Damarla R, Sullivan A, Ressler MA, Sichina J. Multi-aspect detection of surface and shallow-buried unexploded ordnance via ultra-wideband synthetic aperture radar Ieee Transactions On Geoscience and Remote Sensing. 39: 1259-1270. DOI: 10.1109/36.927448  1
2001 Carin L, Yu H, Dalichaouch Y, Perry AR, Czipott PV, Baum CE. On the wideband EMI response of a rotationally symmetric permeable and conducting target Ieee Transactions On Geoscience and Remote Sensing. 39: 1206-1213. DOI: 10.1109/36.927442  1
2000 Sullivan A, Damarla R, Geng N, Dong Y, Carin L. Ultrawide-band synthetic aperture radar for detection of unexploded ordnance: Modeling and measurements Ieee Transactions On Antennas and Propagation. 48: 1306-1315. DOI: 10.1109/8.898763  1
2000 Geng N, Sullivan A, Carin L. Multilevel fast-multipole algorithm for scattering from conducting targets above or embedded in a lossy half space Ieee Transactions On Geoscience and Remote Sensing. 38: 1561-1573. DOI: 10.1109/36.851956  1
2000 Gao P. Classification of landmine-like metal targets using wideband electromagnetic induction Ieee Transactions On Geoscience and Remote Sensing. 38: 1352-1361. DOI: 10.1109/36.843029  0.84
2000 Yu T. Analysis of the electromagnetic inductive response of a void in a conducting-soil background Ieee Transactions On Geoscience and Remote Sensing. 38: 1320-1327. DOI: 10.1109/36.843025  0.88
1999 Runkle P, Carin L, Couchman L, Bucaro JA, Yoder TJ. Multiaspect identification of submerged elastic targets via wave-based matching pursuits and hidden Markov models Journal of the Acoustical Society of America. 106: 605-616. DOI: 10.1121/1.427029  1
1999 Bharadwaj PK, Runkle PR, Carin L. Target identification with wave-based matched pursuits and hidden Markov models Ieee Transactions On Antennas and Propagation. 47: 1543-1554. DOI: 10.1109/8.805897  1
1999 Geng N, Jackson DR, Carin L. On the resonances of a dielectric BOR buried in a dispersive layered medium Ieee Transactions On Antennas and Propagation. 47: 1305-1313. DOI: 10.1109/8.791948  1
1999 Geng N. Wide-band electromagnetic scattering from a dielectric BOR buried in a layered lossy dispersive medium Ieee Transactions On Antennas and Propagation. 47: 610-619. DOI: 10.1109/8.768799  0.76
1999 Runkle PR, Bharadwaj PK, Couchman L, Carin L. Hidden Markov models for multiaspect target classification Ieee Transactions On Signal Processing. 47: 2035-2040. DOI: 10.1109/78.771050  1
1999 Carin L, Geng N, McClure M, Sichina J, Nguyen L. Ultra-wide-band synthetic-aperture radar for mine-field detection Ieee Antennas and Propagation Magazine. 41: 18-33. DOI: 10.1109/74.755021  1
1999 Geng N. Wide-band vhp scattering from a trihedral reflector situated above a lossy dispersive halfspace Ieee Transactions On Geoscience and Remote Sensing. 37: 2609-2617. DOI: 10.1109/36.789655  0.8
1999 Geng N, Carin L. Short-pulse electromagnetic scattering from arbitrarily oriented subsurface ordnance Ieee Transactions On Geoscience and Remote Sensing. 37: 2111-2113. DOI: 10.1109/36.774726  1
1998 Merchant BL, Kapoor R, Carin L. Comparison of model-based results with measured data for metal buried mines Proceedings of Spie - the International Society For Optical Engineering. 3392: 658-667. DOI: 10.1117/12.324238  1
1998 Geng N, Carin L. Ultrawideband scattering from and the resonances of buried dielectric mines Proceedings of Spie - the International Society For Optical Engineering. 3392: 644-655. DOI: 10.1117/12.324237  1
1998 Geng N, Garber P, Collins LM, Carin L, Hansen D, Keiswetter DA, Won IJ. Wideband electromagnetic induction for metal-target identification: Theory, measurement, and signal processing Proceedings of Spie - the International Society For Optical Engineering. 3392: 42-51. DOI: 10.1117/12.324223  1
1998 McClure M, Bharadwaj P, Carin L. Multiresolution signature-based sar target detection Proceedings of Spie - the International Society For Optical Engineering. 3370: 318-329. DOI: 10.1117/12.321836  1
1997 McClure M, Qiu RC, Carin L. On the superresolution identification of observables from swept-frequency scattering data Ieee Transactions On Antennas and Propagation. 45: 631-641. DOI: 10.1109/8.564089  1
1996 Hsu TT, McClure MR, Felsen LB, Carin L. Wave-oriented processing of scattered field data from a plane-wave-excited finite array of filaments on an infinite dielectric slab Ieee Transactions On Antennas and Propagation. 44: 352-360. DOI: 10.1109/8.486304  1
1996 Hsu TT, Carin L. FDTD analysis of plane-wave diffraction from microwave devices on an infinite dielectric slab Ieee Microwave and Guided Wave Letters. 6: 16-18. DOI: 10.1109/75.482057  1
1995 Kralj D, Mei L, Hsu TT, Carin L. Short-Pulse Propagation in a Hollow Waveguide: Analysis, Optoelectronic Measurement, and Signal Processing Ieee Transactions On Microwave Theory and Techniques. 43: 2144-2150. DOI: 10.1109/22.414552  1
1994 McClure M, Kralj D, Hsu TT, Carin L, Felsen LB. Frequency-domain scattering by nonuniform truncated arrays: Wave-oriented data processing for inversion and imaging Journal of the Optical Society of America a: Optics and Image Science, and Vision. 11: 2675-2684. DOI: 10.1364/Josaa.11.002675  1
1988 Carin L, Webb KJ, Weinreb S. Matched Windows in Circular Waveguide Ieee Transactions On Microwave Theory and Techniques. 36: 1359-1362. DOI: 10.1109/22.3683  1
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