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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675 results for Trustworthy AI

Lost In Translation: Generating Adversarial Examples Robust to Round-Trip Translation
- - Neel Bhandari
  - Pin-Yu Chen
- 2022
- ICLR 2022
Meta Adversarial Perturbations
- - Chia-Hung Yuan
  - Pin-Yu Chen
  - et al.
- 2022
- AAAI 2022
Semi-supervised Feature Selection for Efficient Detection of Systemic Deviations to Develop Trustworthy AI
- - Girmaw Abebe Tadesse
  - William Ogallo
  - et al.
- 2022
- AAAI 2022
Addressing Solution Quality in Data-generated Optimization Models
- - Orit Davidovich
  - Parikshit Ram
  - et al.
- 2022
- AAAI 2022
Classifier Data Quality: A Geometric Complexity Based Method for Automated Baseline And Insights Generation
- - George Kour
  - Marcel Zalmanovici
  - et al.
- 2022
- AAAI 2022
Sample-efficient Generation of Novel Photo-acid Generator Molecules using a Deep Generative Model
- - Samuel Hoffman
  - Vijil Vijil
  - et al.
- 2021
- NeurIPS 2021
S3RP: Self-Supervised Super-Resolution and Prediction for Advection-Diffusion Process
- - Chulin Wang
  - Kyongmin Yeo
  - et al.
- 2021
- NeurIPS 2021
Expose Uncertainty, Instill Distrust, Avoid Explanations: Towards Ethical Guidelines for AI
- - Claudio Santos Pinhanez
- 2021
- NeurIPS 2021
Automated Supervised Feature Selection for Differentiated Patterns of Care
- - Catherine Wanjiru
  - William Ogallo
  - et al.
- 2021
- NeurIPS 2021
Post-discovery Analysis of Anomalous Subsets
- - Isaiah Onando Mulang’
  - William Ogallo
  - et al.
- 2021
- NeurIPS 2021