On component interactions in two-stage recommender systemsNeural Information Processing Systems (NeurIPS), 2021 |
Pure Exploration in Kernel and Neural BanditsNeural Information Processing Systems (NeurIPS), 2021 |
Towards Costless Model Selection in Contextual Bandits: A Bias-Variance
PerspectiveInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2021 |
Feature and Parameter Selection in Stochastic Linear BanditsInternational Conference on Machine Learning (ICML), 2021 |
Leveraging Good Representations in Linear Contextual BanditsInternational Conference on Machine Learning (ICML), 2021 |
Pareto Optimal Model Selection in Linear BanditsInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2021 |
Tractable contextual bandits beyond realizabilityInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2020 |