Publications

935 results for Trustworthy AI

Fold2Seq: A Joint Sequence(1D)-Fold(3D) Embedding-based Generative Model for Protein Design
- - Yue Cao
  - Payel Das
  - et al.
- 2021
- ICML 2021
Conference paper
CRFL: Certifiably Robust Federated Learning against Backdoor Attacks
- - Chulin Xie
  - Minghao Chen
  - et al.
- 2021
- ICML 2021
Conference paper
Decision-Making Under Selective Labels: Optimal Finite-Domain Policies and Beyond
- - Dennis Wei
- 2021
- ICML 2021
Conference paper
Reimagining GNN Explanations with ideas from Tabular Data
- - Anjali Singh
  - Shamanth R Nayak K
  - et al.
- 2021
- ICML 2021
Workshop paper
SubsetGAN: Pattern detection in the activation space for Identifying Synthesised Content
- - Celia Cintas
  - Skyler Speakman
  - et al.
- 2021
- ICML 2021
Workshop poster
On the Effectiveness of Poisoning against Unsupervised Domain Adaptation
- - Akshay Mehra
  - Bhavya Kailkhura
  - et al.
- 2021
- ICML 2021
Workshop poster
Generalizing Adversarial Training to Composite Semantic Perturbations
- - Yun Yun Tsai
  - Lei Hsiung
  - et al.
- 2021
- ICML 2021
Workshop poster
A Guided Approach Towards Complex Chaos Selection, Prioritisation and Injection
- - Ojaswa Sharma
  - Mudit Verma
  - et al.
- 2022
- CLOUD 2022
Conference paper
Practical Adversarial Robustness in Deep Learning: Problems and Solutions
- - Pin-Yu Chen
  - Sayak Paul
- 2021
- CVPR 2021
Tutorial
Data-efficient framework for real-world multiple sound source 2D localization
- - Guillaume Le Moing
  - Phongtharin Vinayavekhin
  - et al.
- 2021
- ICASSP 2021
Conference paper