Publications

This is our catalog of recent publications authored by IBM researchers, in collaboration with the global research community. We’re currently adding our back catalog of more than 110,000 publications. 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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Year

472 results for Trustworthy AI

IberianVoxel: Automatic Completion of Iberian Ceramics for Cultural Heritage Studies
- - Pablo Navarro
  - Celia Cintas
  - et al.
- 2023
- IJCAI 2023
Generative Perturbation Analysis for Probabilistic Black-Box Anomaly Attribution
- - Ide-San Ide
  - Naoki Abe
- 2023
- KDD 2023
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DisentQA: Disentangling Parametric and Contextual Knowledge with Counterfactual Question Answering
- - Ella Neeman
  - Roee Aharoni
  - et al.
- 2023
- ACL 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 Jing
  - Sara Berger
  - et al.
- 2023
- FAccT 2023
Understanding new tasks through the lens of training data via exponential tilting
- - Subha Maity
  - Mikhail Yurochkin
  - et al.
- 2023
- ICLR 2023
Sampling with Mollified Interaction Energy Descent
- - Lingxiao Li
  - Qiang Liu
  - et al.
- 2023
- ICLR 2023
The Good, the Bad, and the Outliers: A Testing Framework for Decision Optimization Model Learning
- - Orit Davidovich
  - Gheorghe-Teodor Bercea
  - et al.
- 2022
- KDD 2022
Transferring Adversarial Robustness Through Robust Representation Matching
- - Pratik Vaishnavi
  - Kevin Eykholt
  - et al.
- 2022
- USENIX Security 2022
How to Robustify Black-Box ML Models? A Zeroth-Order Optimization Perspective
- - Yimeng Zhang
  - Yuguang Yao
  - et al.
- 2022
- ICLR 2022