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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670 results for Trustworthy AI

Isotropic Gaussian Processes on Finite Spaces of Graphs
- - Viacheslav Borovitskiy
  - Mohammad Reza Karimi
  - et al.
- 2023
- AISTATS 2023
Exploring the Use of Personalized AI for Identifying Misinformation on Social Media
- - Farnaz Jahanbakhsh
  - Yannis Katsis
  - et al.
- 2023
- CHI 2023
Slide4N: Creating Presentation Slides from Computational Notebooks with Human-AI Collaboration
- - Fengjie Wang
  - Xuye Liu
  - et al.
- 2023
- CHI 2023
Less is More: Dimension Reduction Finds On-Manifold Adversarial Examples in Hard-Label Attacks
- - Washington Garcia
  - Pin-Yu Chen
  - et al.
- 2023
- IEEE SaTML 2023
Physics-based multiple time-series univariate forecasting
- - Sumanta Mukherjee
  - Arindam Jati
  - et al.
- 2022
- Big Data 2022
A monitoring framework for deployed machine learning models with supply chain examples
- - Bradley Eck
  - Duygu Kabakci-Zorlu
  - et al.
- 2022
- Big Data 2022
Knowledge Graph Generation From Text
- - Igor Melnyk
  - Pierre Dognin
  - et al.
- 2022
- EMNLP 2022
Distributed Adversarial Training to Robustify Deep Neural Networks at Scale
- - Gaoyuan Zhang
  - Songtao Lu
  - et al.
- 2022
- UAI 2022
Towards Creativity Characterization of Generative Models via Group-based Subset Scanning
- - Celia Cintas
  - Payel Das
  - et al.
- 2022
- IJCAI 2022
Learning to Generate Image Source-Agnostic Universal Adversarial Perturbations
- - Pu Zhao
  - Parikshit Ram
  - et al.
- 2022
- IJCAI 2022