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Maya Gupta
Maya Gupta
Researcher, Google Research (Formerly Prof. at Univ. Washington)
Verified email at google.com - Homepage
Title
Cited by
Cited by
Year
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
9691999
Theory and use of the EM algorithm
MR Gupta, Y Chen
Foundations and Trends® in Signal Processing 4 (3), 223-296, 2011
533*2011
Similarity-based classification: Concepts and algorithms.
Y Chen, EK Garcia, MR Gupta, A Rahimi, L Cazzanti
Journal of Machine Learning Research 10 (3), 2009
4352009
To trust or not to trust a classifier
H Jiang, B Kim, M Guan, M Gupta
Advances in neural information processing systems 31, 2018
2872018
OCR binarization and image pre-processing for searching historical documents
MR Gupta, NP Jacobson, EK Garcia
Pattern Recognition 40 (2), 389-397, 2007
2502007
Bayesian quadratic discriminant analysis.
S Srivastava, MR Gupta, BA Frigyik
Journal of Machine Learning Research 8 (6), 2007
2472007
Introduction to the Dirichlet distribution and related processes
BA Frigyik, A Kapila, MR Gupta
Department of Electrical Engineering, University of Washignton, UWEETR-2010 …, 2010
2392010
How to analyze paired comparison data
K Tsukida, MR Gupta
WASHINGTON UNIV SEATTLE DEPT OF ELECTRICAL ENGINEERING, 2011
1832011
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
1722005
Satisfying real-world goals with dataset constraints
G Goh, A Cotter, M Gupta, MP Friedlander
Advances in Neural Information Processing Systems 29, 2016
1652016
Functional Bregman divergence and Bayesian estimation of distributions
BA Frigyik, S Srivastava, MR Gupta
IEEE Transactions on Information Theory 54 (11), 5130-5139, 2008
121*2008
Monotonic calibrated interpolated look-up tables
M Gupta, A Cotter, J Pfeifer, K Voevodski, K Canini, A Mangylov, ...
The Journal of Machine Learning Research 17 (1), 3790-3836, 2016
1112016
Training highly multiclass classifiers
MR Gupta, S Bengio, J Weston
The Journal of Machine Learning Research 15 (1), 1461-1492, 2014
1062014
Deep lattice networks and partial monotonic functions
S You, D Ding, K Canini, J Pfeifer, M Gupta
Advances in neural information processing systems 30, 2017
1052017
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
942007
Learning kernels from indefinite similarities
Y Chen, MR Gupta, B Recht
Proceedings of the 26th Annual International Conference on Machine Learning …, 2009
822009
Optimization with Non-Differentiable Constraints with Applications to Fairness, Recall, Churn, and Other Goals.
A Cotter, H Jiang, MR Gupta, S Wang, T Narayan, S You, K Sridharan
J. Mach. Learn. Res. 20 (172), 1-59, 2019
802019
Completely lazy learning
EK Garcia, S Feldman, MR Gupta, S Srivastava
IEEE Transactions on Knowledge and Data Engineering 22 (9), 1274-1285, 2009
722009
Training well-generalizing classifiers for fairness metrics and other data-dependent constraints
A Cotter, M Gupta, H Jiang, N Srebro, K Sridharan, S Wang, B Woodworth, ...
International Conference on Machine Learning, 1397-1405, 2019
652019
Wavelet principal component analysis and its application to hyperspectral images
MR Gupta, NP Jacobson
2006 International Conference on Image Processing, 1585-1588, 2006
602006
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