Robust Deep Reinforcement Learning through Adversarial Loss
- Tuomas Oikarinen
- Wang Zhang
- et al.
- 2021
- NeurIPS 2021
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694 results for Trustworthy AI
Neural Population Geometry Reveals the Role of Stochasticity in Robust Perception
- Joel Dapello
- Jenelle Feather
- et al.
- 2021
- NeurIPS 2021
Post-processing for Individual Fairness
- Felix Petersen
- Debarghya Mukherjee
- et al.
- 2021
- NeurIPS 2021
LEGATO: A LayerwisE Gradient AggregaTiOn Algorithm for Mitigating Byzantine Attacks in Federated Learning
- Kamala Varma
- Yi Zhou
- et al.
- 2021
- CLOUD 2021
InfoSurgeon: Cross-Media Fine-grained Information Consistency Checking for Fake News Detection
- Yi Fung
- Chris Thomas
- et al.
- 2021
- ACL-IJCNLP 2021
Decision-Making Under Selective Labels: Optimal Finite-Domain Policies and Beyond
- 2021
- ICML 2021
Fold2Seq: A Joint Sequence(1D)-Fold(3D) Embedding-based Generative Model for Protein Design
- Yue Cao
- Payel Das
- et al.
- 2021
- ICML 2021
CRFL: Certifiably Robust Federated Learning against Backdoor Attacks
- Chulin Xie
- Minghao Chen
- et al.
- 2021
- ICML 2021
Voice2Series: Reprogramming Acoustic Models for Time Series Classification
- Huck Yang
- Yun-Yun Tsai
- et al.
- 2021
- ICML 2021
Outlier-Robust Optimal Transport
- Debarghya Mukherjee
- Aritra Guha
- et al.
- 2021
- ICML 2021