| 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 | 969 | 1999 |
| 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 | 435 | 2009 |
| To trust or not to trust a classifier H Jiang, B Kim, M Guan, M Gupta Advances in neural information processing systems 31, 2018 | 287 | 2018 |
| OCR binarization and image pre-processing for searching historical documents MR Gupta, NP Jacobson, EK Garcia Pattern Recognition 40 (2), 389-397, 2007 | 250 | 2007 |
| Bayesian quadratic discriminant analysis. S Srivastava, MR Gupta, BA Frigyik Journal of Machine Learning Research 8 (6), 2007 | 247 | 2007 |
| Introduction to the Dirichlet distribution and related processes BA Frigyik, A Kapila, MR Gupta Department of Electrical Engineering, University of Washignton, UWEETR-2010 …, 2010 | 239 | 2010 |
| How to analyze paired comparison data K Tsukida, MR Gupta WASHINGTON UNIV SEATTLE DEPT OF ELECTRICAL ENGINEERING, 2011 | 183 | 2011 |
| 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 | 172 | 2005 |
| Satisfying real-world goals with dataset constraints G Goh, A Cotter, M Gupta, MP Friedlander Advances in Neural Information Processing Systems 29, 2016 | 165 | 2016 |
| 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 | 111 | 2016 |
| Training highly multiclass classifiers MR Gupta, S Bengio, J Weston The Journal of Machine Learning Research 15 (1), 1461-1492, 2014 | 106 | 2014 |
| 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 | 105 | 2017 |
| 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 | 94 | 2007 |
| Learning kernels from indefinite similarities Y Chen, MR Gupta, B Recht Proceedings of the 26th Annual International Conference on Machine Learning …, 2009 | 82 | 2009 |
| 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 | 80 | 2019 |
| Completely lazy learning EK Garcia, S Feldman, MR Gupta, S Srivastava IEEE Transactions on Knowledge and Data Engineering 22 (9), 1274-1285, 2009 | 72 | 2009 |
| 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 | 65 | 2019 |
| Wavelet principal component analysis and its application to hyperspectral images MR Gupta, NP Jacobson 2006 International Conference on Image Processing, 1585-1588, 2006 | 60 | 2006 |
