Publications

819 results for Trustworthy AI

Outlier-Robust Optimal Transport
- - Debarghya Mukherjee
  - Aritra Guha
  - et al.
- 2021
- ICML 2021
CRFL: Certifiably Robust Federated Learning against Backdoor Attacks
- - Chulin Xie
  - Minghao Chen
  - et al.
- 2021
- ICML 2021
Model Distillation for Revenue Optimization: Interpretable Personalized Pricing
- - Max Biggs
  - Wei Sun
  - et al.
- 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
Fair Selective Classification via Sufficiency
- - Joshua Lee
  - Yuheng Bu
  - et al.
- 2021
- ICML 2021
Decision-Making Under Selective Labels: Optimal Finite-Domain Policies and Beyond
- - Dennis Wei
- 2021
- ICML 2021
Expressive 1-Lipschitz Neural Networks for Robust Multiple Graph Learning against Adversarial Attacks
- - Xin Zhao
  - Zeru Zhang
  - et al.
- 2021
- ICML 2021
Reimagining GNN Explanations with ideas from Tabular Data
- - Anjali Singh
  - Shamanth R Nayak K
  - et al.
- 2021
- ICML 2021
SubsetGAN: Pattern detection in the activation space for Identifying Synthesised Content
- - Celia Cintas
  - Skyler Speakman
  - et al.
- 2021
- ICML 2021
Generalizing Adversarial Training to Composite Semantic Perturbations
- - Yun Yun Tsai
  - Lei Hsiung
  - et al.
- 2021
- ICML 2021