How to Robustify Black-Box ML Models? A Zeroth-Order Optimization Perspective
- Yimeng Zhang
- Yuguang Yao
- et al.
- 2022
- ICLR 2022
Conference paper
Publications
960 results for Trustworthy AI
Multitask Prompted Training Enables Zero-Shot Task Generalization
- Victor Sanh
- Albert Webson
- et al.
- 2022
- ICLR 2022
Conference paperFooling Explanations in Text Classifiers
- Adam Ivankay
- Ivan Girardi
- et al.
- 2022
- ICLR 2022
PosterSurrogate Ensemble Forecasting for Dynamic Climate Impact Models
- Julian Kuehnert
- Deborah MCGlynn
- et al.
- 2022
- ICLR 2022
Workshop paperRobust Randomized Smoothing via Two Cost-Effective Approaches
- Linbo Liu
- Trong Nghia Hoang
- et al.
- 2022
- ICLR 2022
Workshop paperLost In Translation: Generating Adversarial Examples Robust to Round-Trip Translation
- Neel Bhandari
- Pin-Yu Chen
- 2022
- ICLR 2022
Workshop paperEffective generation of compressed stationary Gaussian fields
- Robert Manson Sawko
- Malgorzata Zimon
- 2022
- SIAM/ASA JUQ
PaperInvestigating Explainability of Generative AI for Code through Scenario-based Design
- Jiao Sun
- Q. Vera Liao
- et al.
- 2022
- IUI 2022
Conference paperMisinformation, Equity, and Science
- 2022
- APS News
PaperTowards an Accountable and Reproducible Federated Learning: A FactSheets Approach
- Nathalie Baracaldo Angel
- Ali Anwar
- et al.
- 2022
- arXiv
Paper