Active Learning Polynomial Threshold FunctionsNeural Information Processing Systems (NeurIPS), 2022 |
Bounded Memory Active Learning through Enriched QueriesAnnual Conference Computational Learning Theory (COLT), 2021 |
Concentration of Non-Isotropic Random Tensors with Applications to Learning and Empirical Risk MinimizationAnnual Conference Computational Learning Theory (COLT), 2021 Mathieu Even Laurent Massoulié |
Adaptivity in Adaptive SubmodularityAnnual Conference Computational Learning Theory (COLT), 2019 |
Generalized Binary Search For Split-Neighborly ProblemsInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2018 |
Near Optimal Bayesian Active Learning for Decision MakingInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2014 |