Attention-based Interpretability with Concept TransformersMattia RigottiChristoph Miksovic Czaschet al.2022ICLR 2022
ComPhy: Compositional Physical Reasoning of Objects and Events from VideosZhenfang ChenKexin Yiet al.2022ICLR 2022
Computational Design and Validation of Polymer Membranes with high CO2 PermeabilityHsianghan HsuRonaldo Giroet al.2022APS March Meeting 2022
Finite-Time Convergence and Sample Complexity of Multi-Agent Actor-Critic Reinforcement Learning with Average RewardHairi FNUJia Liuet al.2022ICLR 2022
Finite-Sample Analysis of Off-Policy TD-Learning via Generalized Bellman OperatorsZaiwei ChenSiva Theja Maguluriet al.2021NeurIPS 2021
Adversarial Attack Generation Empowered by Min-Max OptimizationJingkang WangTianyun Zhanget al.2021NeurIPS 2021
Asymptotically Exact Error Characterization of Offline Policy Evaluation with Misspecified Linear ModelsKohei Miyaguchi2021NeurIPS 2021
CoFrNets: Interpretable Neural Architecture Inspired by Continued FractionsIsha PuriAmit Dhurandharet al.2021NeurIPS 2021