 The Power of Few: Accelerating and Enhancing Data Reweighting with
Coreset SelectionIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024 |
 Regularization Penalty Optimization for Addressing Data Quality Variance
in OoD AlgorithmsAAAI Conference on Artificial Intelligence (AAAI), 2022 |
 Perspectives on Incorporating Expert Feedback into Model UpdatesPatterns (Patterns), 2022 |
 MetricOpt: Learning to Optimize Black-Box Evaluation MetricsComputer Vision and Pattern Recognition (CVPR), 2021 |
 Optimizing Black-box Metrics with Iterative Example WeightingInternational Conference on Machine Learning (ICML), 2021 |
 Optimizing Black-box Metrics with Adaptive SurrogatesInternational Conference on Machine Learning (ICML), 2020 |
 Invariant Risk Minimization GamesInternational Conference on Machine Learning (ICML), 2020 |
 Mix and Match: An Optimistic Tree-Search Approach for Learning Models
from Mixture DistributionsNeural Information Processing Systems (NeurIPS), 2019 |
