Learning High-dimensional Gaussians from Censored DataInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2025 |
Efficient Statistics With Unknown Truncation, Polynomial Time
Algorithms, Beyond GaussiansIEEE Annual Symposium on Foundations of Computer Science (FOCS), 2024 |
Perfect Sampling from Pairwise ComparisonsNeural Information Processing Systems (NeurIPS), 2022 |
Efficient Truncated Linear Regression with Unknown Noise VarianceNeural Information Processing Systems (NeurIPS), 2022 |
Efficient Algorithms for Learning from Coarse LabelsAnnual Conference Computational Learning Theory (COLT), 2021 |
Learning from Censored and Dependent Data: The case of Linear DynamicsAnnual Conference Computational Learning Theory (COLT), 2021 |