Iclr 2021 challenge for computational geometry & topology: Design and results N Miolane, M Caorsi, U Lupo, M Guerard, N Guigui, J Mathe, Y Cabanes, ... arXiv preprint arXiv:2108.09810, 2021 | 16 | 2021 |
Quantile regularization: towards implicit calibration of regression models S Utpala, P Rai arXiv preprint arXiv:2002.12860, 2020 | 9 | 2020 |
Locally differentially private document generation using zero shot prompting S Utpala, S Hooker, PY Chen EMNLP 2023 (Findings), 2023 | 7 | 2023 |
Differentially Private Fréchet Mean on the Manifold of Symmetric Positive Definite (SPD) Matrices with log-Euclidean Metric S Utpala, P Vepakomma, N Miolane TMLR 2023, 2023 | 5* | 2023 |
Iclr 2022 challenge for computational geometry & topology: Design and results A Myers, S Utpala, S Talbar, S Sanborn, C Shewmake, C Donnat, J Mathe, ... Topological, Algebraic and Geometric Learning Workshops 2022, 269-276, 2022 | 4 | 2022 |
Rieoptax: Riemannian optimization in jax S Utpala, A Han, P Jawanpuria, B Mishra arXiv preprint arXiv:2210.04840, 2022 | 4 | 2022 |
Improved Differentially Private Riemannian Optimization: Fast Sampling and Variance Reduction S Utpala, A Han, P Jawanpuria, B Mishra TMLR 2023, 2022 | 2 | 2022 |
Language Agnostic Code Embeddings S Utpala, A Gu, PY Chen arXiv preprint arXiv:2310.16803, 2023 | | 2023 |
Shrinkage Estimation of Higher Order Bochner Integrals S Utpala, BK Sriperumbudur Accepted at Bernoulli, 2022 | | 2022 |