Maya Gupta
Maya Gupta
Researcher, Google Research (Formerly Prof. at Univ. Washington)
Verified email at google.com - Homepage
TitleCited byYear
Recent advances in terahertz imaging
DM Mittleman, M Gupta, R Neelamani, RG Baraniuk, JV Rudd, M Koch
Applied Physics B 68 (6), 1085-1094, 1999
8181999
Theory and use of the EM algorithm
MR Gupta, Y Chen
Foundations and Trends® in Signal Processing 4 (3), 223-296, 2011
356*2011
Similarity-based classification: Concepts and algorithms
Y Chen, EK Garcia, MR Gupta, A Rahimi, L Cazzanti
Journal of Machine Learning Research 10 (Mar), 747-776, 2009
3232009
Introduction to the Dirichlet distribution and related processes
BA Frigyik, A Kapila, MR Gupta
Department of Electrical Engineering, University of Washignton, UWEETR-2010 …, 2010
1752010
OCR binarization and image pre-processing for searching historical documents
MR Gupta, NP Jacobson, EK Garcia
Pattern Recognition 40 (2), 389-397, 2007
1722007
Bayesian quadratic discriminant analysis
S Srivastava, MR Gupta, BA Frigyik
Journal of Machine Learning Research 8 (Jun), 1277-1305, 2007
1582007
Design goals and solutions for display of hyperspectral images
NP Jacobson, MR Gupta
IEEE Transactions on Geoscience and Remote Sensing 43 (11), 2684-2692, 2005
1462005
How to analyze paired comparison data
K Tsukida, MR Gupta
WASHINGTON UNIV SEATTLE DEPT OF ELECTRICAL ENGINEERING, 2011
1132011
Functional Bregman divergence and Bayesian estimation of distributions
BA Frigyik, S Srivastava, MR Gupta
IEEE Transactions on Information Theory 54 (11), 5130-5139, 2008
87*2008
Linear fusion of image sets for display
NP Jacobson, MR Gupta, JB Cole
IEEE Transactions on Geoscience and Remote Sensing 45 (10), 3277-3288, 2007
762007
Learning kernels from indefinite similarities
Y Chen, MR Gupta, B Recht
Proceedings of the 26th Annual International Conference on Machine Learning …, 2009
722009
Training highly multiclass classifiers
MR Gupta, S Bengio, J Weston
The Journal of Machine Learning Research 15 (1), 1461-1492, 2014
632014
Nonparametric supervised learning by linear interpolation with maximum entropy
MR Gupta, RM Gray, RA Olshen
IEEE Transactions on Pattern Analysis and Machine Intelligence 28 (5), 766-781, 2006
542006
Completely lazy learning
EK Garcia, S Feldman, MR Gupta, S Srivastava
IEEE Transactions on Knowledge and Data Engineering 22 (9), 1274-1285, 2009
532009
Satisfying real-world goals with dataset constraints
G Goh, A Cotter, M Gupta, MP Friedlander
Advances in Neural Information Processing Systems, 2415-2423, 2016
492016
Adaptive local linear regression with application to printer color management
MR Gupta, EK Garcia, E Chin
IEEE Transactions on Image Processing 17 (6), 936-945, 2008
482008
Robust speech recognition using wavelet coefficient features
M Gupta, A Gilbert
IEEE Workshop on Automatic Speech Recognition and Understanding, 2001. ASRU …, 2001
472001
Clustering by left-stochastic matrix factorization
R Arora, M Gupta, A Kapila, M Fazel
Proceedings of the 28th International Conference on Machine Learning (ICML …, 2011
422011
Wavelet principal component analysis and its application to hyperspectral images
MR Gupta, NP Jacobson
2006 International Conference on Image Processing, 1585-1588, 2006
392006
Vector color filter array demosaicing
MR Gupta, T Chen
Sensors and Camera Systems for Scientific, Industrial, and Digital …, 2001
392001
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