Robust Overfitting may be mitigated by properly learned smoothening
- Tianlong Chen
- Zhenyu Zhang
- et al.
- 2021
- ICLR 2021
Conference paper
Publications
963 results for Trustworthy AI
Statistical inference for individual fairness
- Subha Maity
- Songkai Xue
- et al.
- 2021
- ICLR 2021
Conference paperSenSeI: Sensitive Set Invariance for Enforcing Individual Fairness
- Mikhail Yurochkin
- Yuekai Sun
- 2021
- ICLR 2021
Conference paperFairly Estimating Socioeconomic Status Under Costly Feature Acquisition
- Ritika Brahmadesam
- Kush R. Varshney
- 2021
- ICLR 2021
Workshop paperCausal Inference Q-Network: Toward Resilient Reinforcement Learning
- Huck Yang
- I-Te Hung
- et al.
- 2021
- ICLR 2021
Workshop paperTowards an Observationally Meaningful, Explainable Emulator for the Boussinesq equation
- 2021
- ICLR 2021
Workshop paperEngineering Fair Machine Learning Pipelines
- Martin Hirzel
- Kiran Kate
- et al.
- 2021
- ICLR 2021
Workshop paperToward Non-Singular Robustness of Neural Networks
- Yu-Lin Tsai
- Chia-Yi Hsu
- et al.
- 2021
- ICLR 2021
Workshop paperFormalizing Generalization and Robustness of Neural Networks to Weight Perturbations
- Yu-Lin Tsai
- Chia-Yi Hsu
- et al.
- 2021
- ICLR 2021
Workshop paperHigh-Robustness, Low-Transferability Fingerprinting of Neural Networks
- Siyue Wang
- Xiao Wang
- et al.
- 2021
- ICLR 2021
Workshop paper