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

21 results for AI Transparency

Uncertainty as a Form of Transparency: Measuring, Communicating, and Using Uncertainty
- - Umang Bhatt
  - Javier Antorán
  - et al.
- 2021
- AIES 2021
DetAIL : A Tool to Automatically Detect and Analyze Drift In Language
- - Nishtha Madaan
  - Adithya Manjunatha
  - et al.
- 2023
- IAAI 2023
Explainable machine learning in deployment
- - Umang Bhatt
  - Alice Xiang
  - et al.
- 2020
- FAccT 2020
Artificial Intelligence Decision Support for Medical Triage
- - Chiara Marchiori
  - Douglas Dykeman
  - et al.
- 2020
- AMIA Annual Symposium 2020
Toward Human-AI Co-creation to Accelerate Material Discovery
- - Dmitry Zubarev
  - Carlos Raoni De Alencar Mendes
  - et al.
- 2022
- NeurIPS 2022
Position Paper on Dataset Engineering to Accelerate Science
- - Emilio Ashton Vital Brazil
  - Eduardo Almeida Soares
  - et al.
- 2023
- AAAI 2023
Towards an Observationally Meaningful, Explainable Emulator for the Boussinesq equation
- - Eloisa Bentivegna
- 2021
- ICLR 2021
AI for Credible Elections: A Call to Action with Trusted AI
- - Biplav Srivastava
  - Anita Nikolich
  - et al.
- 2023
- AAAI 2023
Applied Data Science for Healthcare
- - Fei Wang
  - Prithwish Chakraborty
  - et al.
- 2021
- KDD 2021
Explainable AI reveals changes in skin microbiome composition linked to phenotypic differences
- - Anna Paola Carrieri
  - Niina Haiminen
  - et al.
- 2021
- Scientific Reports