On Robustness-Accuracy Characterization of Large Language Models using Synthetic DatasetsChing-yun KoPin-Yu Chenet al.2023ICML 2023
Towards a Theoretical and Practical Understanding of One-Shot Federated Learning with Fisher InformationDivyansh JhunjhunwalaShiqiang Wanget al.2023ICML 2023
A New Theoretical Perspective on Data Heterogeneity in Federated OptimizationJiayi WangShiqiang Wanget al.2023ICML 2023
The 2nd Workshop on New Frontiers in Adversarial Machine LearningSijia LiuPin-Yu Chenet al.2023ICML 2023
MultiRobustBench: Benchmarking Robustness Against Multiple AttacksSihui DaiSaeed Mahloujifaret al.2023ICML 2023
Prometheus: Taming Sample and Communication Complexities in Constrained Decentralized Stochastic Bilevel LearningZhuqing LiuXin Zhanget al.2023ICML 2023
Hierarchical Grammar-Induced Geometry for Data-Efficient Molecular Property PredictionMinghao GuoVeronika Thostet al.2023ICML 2023