Publications

817 results for Trustworthy AI

Lost In Translation: Generating Adversarial Examples Robust to Round-Trip Translation
- - Neel Bhandari
  - Pin-Yu Chen
- 2022
- ICLR 2022
Surrogate Ensemble Forecasting for Dynamic Climate Impact Models
- - Julian Kuehnert
  - Deborah MCGlynn
  - et al.
- 2022
- ICLR 2022
Robust Randomized Smoothing via Two Cost-Effective Approaches
- - Linbo Liu
  - Trong Nghia Hoang
  - et al.
- 2022
- ICLR 2022
Effective generation of compressed stationary Gaussian fields
- - Robert Manson Sawko
  - Malgorzata Zimon
- 2022
- SIAM/ASA JUQ
Investigating Explainability of Generative AI for Code through Scenario-based Design
- - Jiao Sun
  - Q. Vera Liao
  - et al.
- 2022
- IUI 2022
Misinformation, Equity, and Science
- - Charles Bennett
- 2022
- APS News
Towards an Accountable and Reproducible Federated Learning: A FactSheets Approach
- - Nathalie Baracaldo Angel
  - Ali Anwar
  - et al.
- 2022
- arXiv
Combining explainable machine learning, demographic and multi-omic data to inform precision medicine strategies for inflammatory bowel disease
- - Laura-Jayne Gardiner
  - Anna Paola Carrieri
  - et al.
- 2022
- PLoS ONE
Addressing Solution Quality in Data-generated Optimization Models
- - Orit Davidovich
  - Parikshit Ram
  - et al.
- 2022
- AAAI 2022
Meta Adversarial Perturbations
- - Chia-Hung Yuan
  - Pin-Yu Chen
  - et al.
- 2022
- AAAI 2022