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Official repository of the paper "Easy2Hard-Bench: Standardized Difficulty Labels for Profiling LLM Performance and Generalization" in NeurIPS 2024 Track Datase…
Official Implementation of the paper "Equal Long-term Benefit Rate: Adapting Static Fairness Notions to Sequential Decision Making" by Yuancheng Xu, Chenghao De…
Code for ICLR 2022 publication: Who Is the Strongest Enemy? Towards Optimal and Efficient Evasion Attacks in Deep RL. https://openreview.net/forum?id=JM2kFbJvv…
Code for paper "Beyond Worst-case Attacks: Robust RL with Adaptive Defense via Non-dominated Policies" by Xiangyu Liu, Chenghao Deng, Yanchao Sun, Yongyuan Lian…
ICLR 2023 paper "Exploring and Exploiting Decision Boundary Dynamics for Adversarial Robustness" by Yuancheng Xu, Yanchao Sun, Micah Goldblum, Tom Goldstein and…
We provide an end-to-end differentially pri- vate spectral algorithm for learning LDA, based on matrix/tensor decompositions, and establish theoretical guarante…