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Maya Gupta
Maya Gupta
Univ. Washington
Nicio adresă de e-mail confirmată - Pagina de pornire
Titlu
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Recent advances in terahertz imaging
DM Mittleman, M Gupta, R Neelamani, RG Baraniuk, JV Rudd, M Koch
Applied Physics B 68, 1085-1094, 1999
10141999
Theory and use of the EM algorithm
MR Gupta, Y Chen
Foundations and Trends® in Signal Processing 4 (3), 223-296, 2011
636*2011
To trust or not to trust a classifier
H Jiang, B Kim, M Guan, M Gupta
Advances in neural information processing systems 31, 2018
5072018
Similarity-based classification: Concepts and algorithms.
Y Chen, EK Garcia, MR Gupta, A Rahimi, L Cazzanti
Journal of Machine Learning Research 10 (3), 2009
4912009
OCR binarization and image pre-processing for searching historical documents
MR Gupta, NP Jacobson, EK Garcia
Pattern Recognition 40 (2), 389-397, 2007
3112007
Bayesian quadratic discriminant analysis.
S Srivastava, MR Gupta, BA Frigyik
Journal of Machine Learning Research 8 (6), 2007
3052007
Introduction to the Dirichlet distribution and related processes
BA Frigyik, A Kapila, MR Gupta
Department of Electrical Engineering, University of Washignton, UWEETR-2010 …, 2010
2612010
Satisfying real-world goals with dataset constraints
G Goh, A Cotter, M Gupta, MP Friedlander
Advances in neural information processing systems 29, 2016
2442016
How to analyze paired comparison data
K Tsukida, MR Gupta
Department of Electrical Engineering University of Washington, Tech. Rep …, 2011
2202011
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
1852005
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
1782017
Optimization with non-differentiable constraints with applications to fairness, recall, churn, and other goals
A Cotter, H Jiang, M Gupta, S Wang, T Narayan, S You, K Sridharan
Journal of Machine Learning Research 20 (172), 1-59, 2019
1612019
Monotonic calibrated interpolated look-up tables
M Gupta, A Cotter, J Pfeifer, K Voevodski, K Canini, A Mangylov, ...
Journal of Machine Learning Research 17 (109), 1-47, 2016
1532016
Functional Bregman divergence and Bayesian estimation of distributions
BA Frigyik, S Srivastava, MR Gupta
IEEE Transactions on Information Theory 54 (11), 5130-5139, 2008
152*2008
Robust optimization for fairness with noisy protected groups
S Wang, W Guo, H Narasimhan, A Cotter, M Gupta, M Jordan
Advances in neural information processing systems 33, 5190-5203, 2020
1272020
Training highly multiclass classifiers
MR Gupta, S Bengio, J Weston
The Journal of Machine Learning Research 15 (1), 1461-1492, 2014
1272014
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
1132019
Pairwise fairness for ranking and regression
H Narasimhan, A Cotter, M Gupta, S Wang
Proceedings of the AAAI Conference on Artificial Intelligence 34 (04), 5248-5255, 2020
1112020
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
992007
Learning kernels from indefinite similarities
Y Chen, MR Gupta, B Recht
Proceedings of the 26th Annual International Conference on Machine Learning …, 2009
852009
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