Calibrated and sharp uncertainties in deep learning via density estimation V Kuleshov, S Deshpande International Conference on Machine Learning, 11683-11693, 2022 | 31 | 2022 |
Deep Multi-Modal Structural Equations For Causal Effect Estimation With Unstructured Proxies S Deshpande, K Wang, D Sreenivas, Z Li, V Kuleshov Advances in Neural Information Processing Systems 35, 10931-10944, 2022 | 12 | 2022 |
Online Calibrated and Conformal Prediction Improves Bayesian Optimization S Deshpande, C Marx, V Kuleshov International Conference on Artificial Intelligence and Statistics, 1450-1458, 2024 | 10* | 2024 |
New Genome Similarity Measures based on Conserved Gene Adjacencies D Doerr, LAB Kowada, E Araujo, S Deshpande, S Dantas, BME Moret, ... Journal of Computational Biology 24 (6), 616-634, 2017 | 3 | 2017 |
Calibrated and Conformal Propensity Scores for Causal Effect Estimation S Deshpande, V Kuleshov The 40th Conference on Uncertainty in Artificial Intelligence, 0 | 3* | |
Calibrated Regression Against An Adversary Without Regret S Deshpande, C Marx, V Kuleshov arXiv e-prints, arXiv: 2302.12196, 2023 | 1* | 2023 |