Approximating the Total Variation Distance between GaussiansInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2025 |
Approximating the total variation distance between spin systemsAnnual Conference Computational Learning Theory (COLT), 2025 |
Learning bounded-degree polytrees with known skeletonInternational Conference on Algorithmic Learning Theory (ALT), 2023 |
Total Variation Distance Meets Probabilistic InferenceInternational Conference on Machine Learning (ICML), 2023 |
Independence Testing for Bounded Degree Bayesian NetworkNeural Information Processing Systems (NeurIPS), 2022 |
Learning Sparse Fixed-Structure Gaussian Bayesian NetworksInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2021 |
Testing Product Distributions: A Closer LookInternational Conference on Algorithmic Learning Theory (ALT), 2020 |