Robustness Implies Generalization via Data-Dependent Generalization
BoundsInternational Conference on Machine Learning (ICML), 2022 |
Adaptive and Robust Multi-Task LearningAnnals of Statistics (Ann. Stat.), 2022 |
How Fine-Tuning Allows for Effective Meta-LearningNeural Information Processing Systems (NeurIPS), 2021 |
Meta-Thompson SamplingInternational Conference on Machine Learning (ICML), 2021 |
Privacy-Preserving Dynamic Personalized Pricing with Demand LearningManagement Sciences (MS), 2020 |
Meta-Learning in Neural Networks: A SurveyIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020 |
Gradient Surgery for Multi-Task LearningNeural Information Processing Systems (NeurIPS), 2020 |
A Comprehensive Survey on Transfer LearningProceedings of the IEEE (Proc. IEEE), 2019 |
Meta Dynamic Pricing: Transfer Learning Across ExperimentsManagement Sciences (MS), 2019 |
Perishability of Data: Dynamic Pricing under Varying-Coefficient ModelsJournal of machine learning research (JMLR), 2017 |