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Lawrence Carin - Publications

Affiliations: 
Duke University, Durham, NC 
Area:
Electronics and Electrical Engineering, Statistics
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60 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
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  0.36
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  0.56
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  0.4
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  0.68
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  0.88
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  0.6
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  0.8
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  0.8
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  0.8
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  0.8
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  0.8
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  0.8
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  0.8
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  0.8
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  0.8
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  0.8
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  0.8
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  0.8
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  0.8
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  0.8
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  0.8
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  0.8
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  0.8
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  0.8
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  0.8
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  0.8
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  0.88
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  0.88
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
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  0.8
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  0.8
2011 Ren L, Du L, Carin L, Dunson DB. Logistic Stick-Breaking Process. Journal of Machine Learning Research : Jmlr. 12: 203-239. PMID 25258593  0.8
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  0.8
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  0.8
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  0.8
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  0.88
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  0.8
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  0.88
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  0.8
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  0.88
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  0.8
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
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  0.8
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  0.8
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  0.8
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  0.8
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
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
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  0.8
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
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  0.96
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  0.8
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  0.96
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  0.8
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  0.68
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  0.8
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