Bayesian meta learning for trustworthy uncertainty quantificationIEEE Conference on Decision and Control (CDC), 2024 |
Experimental Designs for Heteroskedastic VarianceNeural Information Processing Systems (NeurIPS), 2023 |
Rapid and Scalable Bayesian AB TestingInternational Conference on Data Science and Advanced Analytics (DSAA), 2023 |
Neural Insights for Digital Marketing Content DesignKnowledge Discovery and Data Mining (KDD), 2023 |
A Scalable Recommendation Engine for New Users and ItemsSocial Science Research Network (SSRN), 2022 |
Instance-optimal PAC Algorithms for Contextual BanditsNeural Information Processing Systems (NeurIPS), 2022 |
Metadata-based Multi-Task Bandits with Bayesian Hierarchical ModelsNeural Information Processing Systems (NeurIPS), 2021 |
Improved Confidence Bounds for the Linear Logistic Model and
Applications to Linear BanditsInternational Conference on Machine Learning (ICML), 2020 |