Generative Perturbation Analysis for Probabilistic Black-Box Anomaly Attribution
- Tsuyoshi Idé
- Naoki Abe
- 2023
- KDD 2023
Publications
This is our catalog of publications authored by IBM researchers, in collaboration with the global research community. It’s an ever-growing body of work that shows why IBM is one of the most important contributors to modern computing.
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673 results for Trustworthy AI
Gradient-based Uncertainty Attribution for Explainable Bayesian Deep Learning
- Hanjing Wang
- Dhiraj Joshi
- et al.
- 2023
- CVPR 2023
Learning Situation Hyper-Graphs for Video Question Answering
- Aisha Urooj Khan
- Hilde Kuehne
- et al.
- 2023
- CVPR 2023
Saliency Cards: A Framework to Characterize and Compare Saliency Methods
- Angie Boggust
- Harini Suresh
- et al.
- 2023
- FAccT 2023
Towards Labor Transparency in Situated Computational Systems Impact Research
- Felicia S. Jing
- Sara E. Berger
- et al.
- 2023
- FAccT 2023
Visual Prompting for Adversarial Robustness
- Aochuan Chen
- Peter Lorenz
- et al.
- 2023
- ICASSP 2023
Certified Robustness of Quantum Classifiers Against Adversarial Examples Through Quantum Noise
- Jhih-Cing Huang
- Yu-Lin Tsai
- et al.
- 2023
- ICASSP 2023
A Statistical Interpretation of the Maximum Subarray Problem
- Dennis Wei
- Dmitry Malioutov
- 2023
- ICASSP 2023
Who Should Predict? Exact Algorithms For Learning to Defer to Humans
- Hussein Mozannar
- Hunter Lang
- et al.
- 2023
- AISTATS 2023
Convex Bounds on the Softmax Function with Applications to Robustness Verification
- Dennis Wei
- Haoze Wu
- et al.
- 2023
- AISTATS 2023