How to Robustify Black-Box ML Models? A Zeroth-Order Optimization Perspective
- Yimeng Zhang
- Yuguang Yao
- et al.
- 2022
- ICLR 2022
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Case-based Reasoning for Better Generalization in Text-Adventure Games
- Mattia Atzeni
- Shehzaad Dhuliawala
- et al.
- 2022
- ICLR 2022
Reverse Engineering of Imperceptible Adversarial Image Perturbations
- Yuguang Yao
- Yifan Gong
- et al.
- 2022
- ICLR 2022
Attention-based Interpretability with Concept Transformers
- Mattia Rigotti
- Christoph Miksovic Czasch
- et al.
- 2022
- ICLR 2022
ComPhy: Compositional Physical Reasoning of Objects and Events from Videos
- Zhenfang Chen
- Kexin Yi
- et al.
- 2022
- ICLR 2022
Computational Design and Validation of Polymer Membranes with high CO2 Permeability
- Hsianghan Hsu
- Ronaldo Giro
- et al.
- 2022
- APS March Meeting 2022
Finite-Time Convergence and Sample Complexity of Multi-Agent Actor-Critic Reinforcement Learning with Average Reward
- Hairi FNU
- Jia Liu
- et al.
- 2022
- ICLR 2022
On sensitivity of meta-learning to support data
- 2021
- NeurIPS 2021
Finite-Sample Analysis of Off-Policy TD-Learning via Generalized Bellman Operators
- Zaiwei Chen
- Siva Theja Maguluri
- et al.
- 2021
- NeurIPS 2021
Adversarial Attack Generation Empowered by Min-Max Optimization
- Jingkang Wang
- Tianyun Zhang
- et al.
- 2021
- NeurIPS 2021