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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Human-Centered AI

Year

163 results for Human-Centered AI

Attention-based Interpretable Regression of Gene Expression in Histology
- - Mara Graziani
  - Niccolò Marini
  - et al.
- 2022
- MICCAI 2022
Boolean Decision Rules for Reinforcement Learning Policy Summarisation
- - James McCarthy
  - Rahul Nair
  - et al.
- 2022
- IJCAI 2022
Position Paper on Dataset Engineering to Accelerate Science
- - Emilio Ashton Vital Brazil
  - Eduardo Almeida Soares
  - et al.
- 2023
- AAAI 2023
“Today we talk to the machine” - Unveiling data for providing micro-credit loans using conversational systems
- 2022
- NeurIPS 2022
User and Technical Perspectives of Controllable Code Generation
- - Stephanie Houde
  - Vignesh Radhakrishna
  - et al.
- 2022
- NeurIPS 2022
Model-informed LIME Extension for Business Process Explainability
- - Guy Amit
  - Fabiana Fournier
  - et al.
- 2022
- IJCAI 2022
Contrastive Explanations for Comparing Preferences of Reinforcement Learning
- - Jasmina Gajcin
  - Rahul Nair
  - et al.
- 2022
- AAAI 2022
Thinking Fast and Slow in AI: the Role of Metacognition
- - Marianna Bergamaschi Ganapini
  - Murray Campbell
  - et al.
- 2021
- NeurIPS 2021
Risk Analytics for Renewal of Purchase Orders
- - Shubhi Asthana
  - Pawan Chowdhary
  - et al.
- 2021
- KDD 2021
A Bayesian Account of Measures of Interpretability in Human-AI Interaction
- - Sarath Sreedharan
  - Anagha Kulkarni
  - et al.
- 2020
- NeurIPS 2020