Attack Atlas: A Practitioner's Perspective on Challenges and Pitfalls in Red Teaming GenAI
- Ambrish Rawat
- Stefan Schoepf
- et al.
- 2024
- NeurIPS 2024
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78 results for Prasanna Sattigeri
Generating physically-consistent high-resolution climate data with hard-constrained neural networks
- Paula Harder
- Qidong Yang
- et al.
- 2022
- AGU Fall 2022
Optimizing kernel machines using deep learning
- Huan Song
- Jayaraman J. Thiagarajan
- et al.
- 2018
- IEEE TNNLS
Few-shot Transfer Learning From Pre-Trained Networks
- Joshua Ka-Wing Lee
- Prasanna Sattigeri
- et al.
- 2019
- ICML 2019
Who Should Predict? Exact Algorithms For Learning to Defer to Humans
- Hussein Mozannar
- Hunter Lang
- et al.
- 2023
- AISTATS 2023
AI Explainability 360: Impact and Design
- 2022
- IAAI 2022
A Maximal Correlation Approach to Imposing Fairness in Machine Learning
- Joshua Lee
- Yuheng Bu
- et al.
- 2022
- ICASSP 2022
Detector-Free Weakly Supervised Grounding by Separation
- Assaf Arbelle
- Sivan Doveh
- et al.
- 2021
- ICCV 2021
Uncertainty as a Form of Transparency: Measuring, Communicating, and Using Uncertainty
- Umang Bhatt
- Javier Antorán
- et al.
- 2021
- AIES 2021
Fairness of Classifiers Across Skin Tones in Dermatology
- Newton Kinyanjui
- Timothy Odonga
- et al.
- 2020
- MICCAI 2020