Mauro Maggioni, Ph.D. - Publications

Affiliations: 
2002 Washington University, Saint Louis, St. Louis, MO 
Area:
Mathematics

50 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
2016 Wang Y, Chen G, Maggioni M. High-Dimensional Data Modeling Techniques for Detection of Chemical Plumes and Anomalies in Hyperspectral Images and Movies Ieee Journal of Selected Topics in Applied Earth Observations and Remote Sensing. DOI: 10.1109/JSTARS.2016.2539968  0.48
2016 Yin R, Monson E, Honig E, Daubechies I, Maggioni M. Object recognition in art drawings: Transfer of a neural network Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 2016: 2299-2303. DOI: 10.1109/ICASSP.2016.7472087  0.48
2016 Maggioni M, Minsker S, Strawn N. Multiscale dictionary learning: Non-asymptotic bounds and robustness Journal of Machine Learning Research. 17.  0.48
2015 Maggioni M, Minsker S, Strawn N. Geometric multi-resolution analysis for dictionary learning Proceedings of Spie - the International Society For Optical Engineering. 9597. DOI: 10.1117/12.2189594  0.48
2015 Maggioni M. Geometry of data and biology Notices of the American Mathematical Society. 62: 1185-1188. DOI: 10.1090/noti1289  0.48
2014 Altemose N, Miga KH, Maggioni M, Willard HF. Genomic Characterization of Large Heterochromatic Gaps in the Human Genome Assembly Plos Computational Biology. 10. PMID 24831296 DOI: 10.1371/journal.pcbi.1003628  0.48
2013 Coppola A, Wenner BR, Ilkayeva O, Stevens RD, Maggioni M, Slotkin TA, Levin ED, Newgard CB. Branched-chain amino acids alter neurobehavioral function in rats. American Journal of Physiology. Endocrinology and Metabolism. 304: E405-13. PMID 23249694 DOI: 10.1152/ajpendo.00373.2012  0.48
2013 Gerber S, Maggioni M. Multiscale dictionaries, transforms, and learning in high-dimensions Proceedings of Spie - the International Society For Optical Engineering. 8858. DOI: 10.1117/12.2021984  0.48
2013 Maggioni M. Geometric estimation of probability measures in high-dimensions Conference Record - Asilomar Conference On Signals, Systems and Computers. 1363-1367. DOI: 10.1109/ACSSC.2013.6810517  0.48
2013 Krishnamurthy K, Mrozack A, Maggioni M, Brady D. Multiscale, dictionary-based speckle denoising Optics Infobase Conference Papers 0.48
2012 Chen G, Iwen M, Chin S, Maggioni M. A fast multiscale framework for data in high-dimensions: Measure estimation, anomaly detection, and compressive measurements 2012 Ieee Visual Communications and Image Processing, Vcip 2012. DOI: 10.1109/VCIP.2012.6410789  0.48
2012 Bouvrie J, Maggioni M. Geometric multiscale reduction for autonomous and controlled nonlinear systems Proceedings of the Ieee Conference On Decision and Control. 4320-4327. DOI: 10.1109/CDC.2012.6425873  0.48
2012 Bouvrie J, Maggioni M. Efficient solution of Markov decision problems with multiscale representations 2012 50th Annual Allerton Conference On Communication, Control, and Computing, Allerton 2012. 474-481. DOI: 10.1109/Allerton.2012.6483256  0.48
2012 Allard WK, Chen G, Maggioni M. Multi-scale geometric methods for data sets II: Geometric Multi-Resolution Analysis Applied and Computational Harmonic Analysis. 32: 435-462. DOI: 10.1016/j.acha.2011.08.001  0.48
2011 Zheng W, Rohrdanz MA, Maggioni M, Clementi C. Polymer reversal rate calculated via locally scaled diffusion map. The Journal of Chemical Physics. 134: 144109. PMID 21495744 DOI: 10.1063/1.3575245  0.48
2011 Rohrdanz MA, Zheng W, Maggioni M, Clementi C. Determination of reaction coordinates via locally scaled diffusion map. The Journal of Chemical Physics. 134: 124116. PMID 21456654 DOI: 10.1063/1.3569857  0.48
2011 Chen G, Maggioni M. Multiscale geometric and spectral analysis of plane arrangements Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 2825-2832. DOI: 10.1109/CVPR.2011.5995666  0.48
2010 Jones PW, Maggioni M, Schul R. Universal local parametrizations via heat kernels and eigenfunctions of the laplacian Annales Academiae Scientiarum Fennicae Mathematica. 35: 131-174. DOI: 10.5186/aasfm.2010.3508  0.48
2010 Willinger W, Rejaie R, Torkjazi M, Valafar M, Maggioni M. Research on online social networks: Time to face the real challenges Performance Evaluation Review. 37: 49-54. DOI: 10.1145/1710115.1710125  0.48
2010 Monson EE, Chen G, Brady R, Maggioni M. Data representation and exploration with geometric wavelets Vast 10 - Ieee Conference On Visual Analytics Science and Technology 2010, Proceedings. 243-244. DOI: 10.1109/VAST.2010.5653822  0.48
2010 Chen G, Maggioni M. Multiscale geometric wavelets for the analysis of point clouds 2010 44th Annual Conference On Information Sciences and Systems, Ciss 2010. DOI: 10.1109/CISS.2010.5464843  0.48
2010 Wu Q, Guinney J, Maggioni M, Mukherjee S. Learning gradients: Predictive models that infer geometry and statistical dependence Journal of Machine Learning Research. 11: 2175-2198.  0.48
2009 Little AV, Lee J, Jung YM, Maggioni M. Estimation of intrinsic dimensionality of samples from noisy low-dimensional manifolds in high dimensions with multiscale SVD Ieee Workshop On Statistical Signal Processing Proceedings. 85-88. DOI: 10.1109/SSP.2009.5278634  0.48
2009 Little AV, Jung YM, Maggioni M. Multiscale estimation of intrinsic dimensionality of data sets Aaai Fall Symposium - Technical Report. 26-33.  0.48
2008 Jones PW, Maggioni M, Schul R. Manifold parametrizations by eigenfunctions of the Laplacian and heat kernels. Proceedings of the National Academy of Sciences of the United States of America. 105: 1803-8. PMID 18258744 DOI: 10.1073/pnas.0710175104  0.48
2008 Coifman RR, Lafon S, Kevrekidis IG, Maggioni M, Nadler B. Diffusion maps, reduction coordinates, and low dimensional representation of stochastic systems Multiscale Modeling and Simulation. 7: 842-864. DOI: 10.1137/070696325  0.48
2008 Mahoney MW, Maggioni M, Drineas P. Tensor-CUR decompositions for tensor-based data Siam Journal On Matrix Analysis and Applications. 30: 957-987. DOI: 10.1137/060665336  0.48
2008 Maggioni M, Mhaskar HN. Diffusion polynomial frames on metric measure spaces Applied and Computational Harmonic Analysis. 24: 329-353. DOI: 10.1016/j.acha.2007.07.001  0.48
2008 Szlam AD, Maggioni M, Coifman RR. Regularization on graphs with function-adapted diffusion processes Journal of Machine Learning Research. 9: 1711-1739.  0.48
2007 Mahadevan S, Maggioni M. Proto-value functions: A Laplacian framework for learning representation and control in Markov decision processes Journal of Machine Learning Research. 8: 2169-2231.  0.48
2006 Maggioni M, Mahadevan S. Fast direct policy evaluation using multiscale analysis of Markov diffusion processes Icml 2006 - Proceedings of the 23rd International Conference On Machine Learning. 2006: 601-608. DOI: 10.1145/1143844.1143920  0.48
2006 Coifman RR, Lafon S, Maggioni M, Keller Y, Szlam AD, Warner FJ, Zucker SW. Geometries of sensor outputs, inference and information processing Proceedings of Spie - the International Society For Optical Engineering. 6232. DOI: 10.1117/12.669723  0.48
2006 Maggioni M, Davis GL, Warner FJ, Geshwind FB, Coppi AC, DeVerse RA, Coifman RR. Hyperspectral microscopic analysis of normal, benign and carcinoma microarray tissue sections Progress in Biomedical Optics and Imaging - Proceedings of Spie. 6091. DOI: 10.1117/12.646078  0.48
2006 Bremer JC, Coifman RR, Maggioni M, Szlam AD. Diffusion wavelet packets Applied and Computational Harmonic Analysis. 21: 95-112. DOI: 10.1016/j.acha.2006.04.005  0.48
2006 Coifman RR, Maggioni M. Diffusion wavelets Applied and Computational Harmonic Analysis. 21: 53-94. DOI: 10.1016/j.acha.2006.04.004  0.48
2006 Mahadevan S, Maggioni M, Ferguson K, Osentoski S. Learning representation and control in continuous Markov decision processes Proceedings of the National Conference On Artificial Intelligence. 2: 1194-1199.  0.48
2006 Prichep LS, Causevic E, Coifman RR, Isenhart R, Jacquin A, John ER, Maggioni M, Warner FJ. QEEG-based classification with wavelet packet and microstate features for triage applications in the ER Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 3: III1136-III1139.  0.48
2005 Coifman RR, Maggioni M, Zucker SW, Kevrekidis IG. Geometric diffusions for the analysis of data from sensor networks. Current Opinion in Neurobiology. 15: 576-84. PMID 16150587 DOI: 10.1016/j.conb.2005.08.012  0.48
2005 Coifman RR, Lafon S, Lee AB, Maggioni M, Nadler B, Warner F, Zucker SW. Geometric diffusions as a tool for harmonic analysis and structure definition of data: diffusion maps. Proceedings of the National Academy of Sciences of the United States of America. 102: 7426-31. PMID 15899970 DOI: 10.1073/pnas.0500334102  0.48
2005 Coifman RR, Lafon S, Lee AB, Maggioni M, Nadler B, Warner F, Zucker SW. Geometric diffusions as a tool for harmonic analysis and structure definition of data: multiscale methods. Proceedings of the National Academy of Sciences of the United States of America. 102: 7432-7. PMID 15899969 DOI: 10.1073/pnas.0500896102  0.48
2005 Szlam AD, Maggioni M, Coifman RR, Bremer JC. Diffusion-driven multiscale analysis on manifolds and graphs: Top-down and bottom-up constructions Proceedings of Spie - the International Society For Optical Engineering. 5914: 1-11. DOI: 10.1117/12.616931  0.48
2005 Maggioni M, Bremer JC, Coifman RR, Szlam AD. Biorthogonal diffusion wavelets for multiscale representations on manifolds and graphs Proceedings of Spie - the International Society For Optical Engineering. 5914: 1-13. DOI: 10.1117/12.616909  0.48
2005 Mahadevan S, Maggioni M. Value function approximation with diffusion wavelets and Laplacian eigenfunctions Advances in Neural Information Processing Systems. 843-850.  0.48
2004 Ferrari S, Maggioni M, Borghese NA. Multiscale approximation with hierarchical radial basis functions networks. Ieee Transactions On Neural Networks / a Publication of the Ieee Neural Networks Council. 15: 178-88. PMID 15387258 DOI: 10.1109/TNN.2003.811355  0.48
2004 Maggioni M. Wavelet frames on groups and hypergroups via discretization of calderón formulas Monatshefte Fur Mathematik. 143: 299-331. DOI: 10.1007/s00605-004-0282-z  0.48
2004 Cassidy RJ, Berger J, Lee K, Maggioni M, Coifman RR. Analysis of hyperspectral colon tissue images using vocal synthesis models Conference Record - Asilomar Conference On Signals, Systems and Computers. 2: 1611-1615.  0.48
2002 Chui CK, Czaja W, Maggioni M, Weiss G. Characterization of general tight wavelet frames with matrix dilations and tightness preserving oversampling Journal of Fourier Analysis and Applications. 8: 173-200. DOI: 10.1007/s00041-002-0007-4  0.48
2002 Katz NH, Krop E, Maggioni M. Remarks on the box problem Mathematical Research Letters. 9: 515-519.  0.48
2000 Maggioni M. M-Band Burt-Adelson Biorthogonal Wavelets Applied and Computational Harmonic Analysis. 9: 286-311. DOI: 10.1006/acha.2000.0323  0.48
2000 Maggioni M. Critical exponent of short even filters and Burt-Adelson biorthogonal wavelets Monatshefte Fur Mathematik. 131: 49-69.  0.48
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