Learning mixtures of gaussians using the ddpm objective K Shah, S Chen, A Klivans Advances in Neural Information Processing Systems 36, 19636-19649, 2023 | 22 | 2023 |
Online Active Learning of Reject Option Classifiers K Shah, N Manwani Proceedings of the AAAI Conference on Artificial Intelligence 34 (04), 5652-5659, 2020 | 18 | 2020 |
Ambient diffusion: Learning clean distributions from corrupted data G Daras, K Shah, Y Dagan, A Gollakota, A Dimakis, A Klivans Advances in Neural Information Processing Systems 36, 2024 | 15 | 2024 |
Rawlsian Fair Adaptation of Deep Learning Classifiers K Shah, P Gupta, A Deshpande, C Bhattacharyya Proceedings of the 2021 AAAI/ACM Conference on AI, Ethics, and Society, 936-945, 2021 | 12 | 2021 |
Ingredients for happiness: Modeling constructs via semi-supervised content driven inductive transfer learning B Syed, V Indurthi, K Shah, M Gupta, V Varma Proceedings of the 2nd Workshop on Affective Content Analysis@ AAAI …, 2019 | 9* | 2019 |
Learning general Gaussian mixtures with efficient score matching S Chen, V Kontonis, K Shah arXiv preprint arXiv:2404.18893, 2024 | 6 | 2024 |
Sparse reject option classifier using successive linear programming K Shah, N Manwani Proceedings of the AAAI Conference on Artificial Intelligence 33 (01), 4870-4877, 2019 | 6 | 2019 |
RISAN: Robust instance specific deep abstention network B Kalra, K Shah, N Manwani Uncertainty in Artificial Intelligence, 1525-1534, 2021 | 3 | 2021 |
PLUME: Polyhedral Learning Using Mixture of Experts K Shah, PS Sastry, N Manwani arXiv preprint arXiv:1904.09948, 2019 | 2 | 2019 |
Simple Mechanisms for Representing, Indexing and Manipulating Concepts Y Li, R Meka, R Panigrahy, K Shah arXiv preprint arXiv:2310.12143, 2023 | 1 | 2023 |
Learning and Generalization in Overparameterized Normalizing Flows K Shah, A Deshpande, N Goyal International Conference on Artificial Intelligence and Statistics, 9430-9504, 2022 | 1 | 2022 |
Ingredients for Happiness: Modeling constructs via semi-supervised content driven inductive transfer. B Syed, V Indurthi, K Shah, M Gupta, V Varma AffCon@ AAAI, 120-128, 2019 | 1 | 2019 |
RISAN: Robust Instance Specific Abstention Network B Kalra, K Shah, N Manwani arXiv preprint arXiv:2107.03090, 2021 | | 2021 |
Sparse and Robust Reject Option Classifier using Successive Linear Programming. K Shah, N Manwani CoRR, 2018 | | 2018 |