Sivaraman Balakrishnan
Carnegie Mellon University
H-index: 33
North America-United States
Top articles of Sivaraman Balakrishnan
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Causal Inference with High-dimensional Discrete Covariates | arXiv preprint arXiv:2405.00118 | Zhenghao Zeng Sivaraman Balakrishnan Yanjun Han Edward H Kennedy | 2024/4/30 |
Double Cross-fit Doubly Robust Estimators: Beyond Series Regression | arXiv preprint arXiv:2403.15175 | Alec McClean Sivaraman Balakrishnan Edward H Kennedy Larry Wasserman | 2024/3/22 |
Semi-Supervised U-statistics | arXiv preprint arXiv:2402.18921 | Ilmun Kim Larry Wasserman Sivaraman Balakrishnan Matey Neykov | 2024/2/29 |
Complementary Benefits of Contrastive Learning and Self-Training Under Distribution Shift | Advances in Neural Information Processing Systems | Saurabh Garg Amrith Setlur Zachary Lipton Sivaraman Balakrishnan Virginia Smith | 2024/2/13 |
Online label shift: Optimal dynamic regret meets practical algorithms | Advances in Neural Information Processing Systems (NeurIPS), 2023, Spotlight | Dheeraj Baby* Saurabh Garg* Tzu-Ching Yen* Sivaraman Balakrishnan Zachary Chase Lipton | 2023/5/31 |
Nearly Minimax Optimal Wasserstein Conditional Independence Testing | arXiv preprint arXiv:2308.08672 | Matey Neykov Larry Wasserman Ilmun Kim Sivaraman Balakrishnan | 2023/8/16 |
Conditional Independence Testing for Discrete Distributions: Beyond - and -tests | arXiv preprint arXiv:2308.05373 | Ilmun Kim Matey Neykov Sivaraman Balakrishnan Larry Wasserman | 2023/8/10 |
Robust Universal Inference | arXiv preprint arXiv:2307.04034 | Beomjo Park Sivaraman Balakrishnan Larry Wasserman | 2023/7/8 |
Rlsbench: Domain adaptation under relaxed label shift | Saurabh Garg Nick Erickson James Sharpnack Alex Smola Sivaraman Balakrishnan | 2023/2/6 | |
Gaussian universal likelihood ratio testing | Biometrika | Robin Dunn Aaditya Ramdas Sivaraman Balakrishnan Larry Wasserman | 2023/6/1 |
The fundamental limits of structure-agnostic functional estimation | arXiv preprint arXiv:2305.04116 | Sivaraman Balakrishnan Edward H Kennedy Larry Wasserman | 2023/5/6 |
The HulC: confidence regions from convex hulls | Journal of the Royal Statistical Society Series B: Statistical Methodology | Arun Kumar Kuchibhotla Sivaraman Balakrishnan Larry Wasserman | 2023/12/26 |
Domain adaptation under missingness shift | Helen Zhou Sivaraman Balakrishnan Zachary Lipton | 2023/4/11 | |
Central limit theorems for smooth optimal transport maps | arXiv preprint arXiv:2312.12407 | Tudor Manole Sivaraman Balakrishnan Jonathan Niles-Weed Larry Wasserman | 2023/12/19 |
A Discussion of “A Note on Universal Inference” by Tse and Davison | Stat | Larry Wasserman Aaditya Ramdas Sivaraman Balakrishnan | 2023/1 |
Semiparametric counterfactual density estimation | Biometrika | Edward H Kennedy Sivaraman Balakrishnan LA Wasserman | 2023/12/1 |
Conservative inference for counterfactuals | arXiv preprint arXiv:2310.12757 | Sivaraman Balakrishnan Edward Kennedy Larry Wasserman | 2023/10/19 |
Causal effect estimation after propensity score trimming with continuous treatments | arXiv preprint arXiv:2309.00706 | Zach Branson Edward H Kennedy Sivaraman Balakrishnan Larry Wasserman | 2023/9/1 |
Median regularity and honest inference | Biometrika | Arun Kumar Kuchibhotla Sivaraman Balakrishnan Larry Wasserman | 2023/9/1 |
Minimax optimal regression over Sobolev spaces via Laplacian Eigenmaps on neighbourhood graphs | Information and Inference: A Journal of the IMA | Alden Green Sivaraman Balakrishnan Ryan J Tibshirani | 2023/9 |
Co-Authors
