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

Leveraging Simple Model Predictions for Enhancing its Performance
- - Amit Dhurandhar
  - Karthikeyan Shanmugam
  - et al.
- 2020
- ICML 2020
Do You Sign Your Model?
- - Omid Aramoon
  - Pin-Yu Chen
  - et al.
- 2020
- ICML 2020
Reinforcement Learning with External Knowledge by using Logical Neural Networks
- - Daiki Kimura
  - SUBHAJIT CHAUDHURY
  - et al.
- 2021
- IJCAI 2020
Learning from Failure: Introducing Failure Ratio in RL
- - Minori Narita
  - Daiki Kimura
- 2021
- IJCAI 2020
Cross-country linkage of disjoint datasets to address global health challenges
- - Girmaw Abebe Tadesse
  - Celia Cintas
  - et al.
- 2021
- IJCAI 2020
Discriminant Knowledge Extraction from Electrocardiograms for Automated Diagnosis of Myocardial Infarction
- - Girmaw Abebe Tadesse
  - Kommy Weldemariam
  - et al.
- 2021
- IJCAI 2020
CORD-19: The COVID-19 Open Research Dataset
- - Lucy Lu Wang
  - Kyle Lo
  - et al.
- 2020
- ACL 2020
Toward A Neuro-inspired Creative Decoder
- - Payel Das
  - Brian Quanz
  - et al.
- 2020
- ICLR 2020
FreaAI: Automated extraction of data slices to test machine learning models
- - Samuel Ackerman
  - Orna Raz
  - et al.
- 2020
- AAAI 2020
Efficient Exploration with Failure Ratio for Deep Reinforcement Learning
- - Minori Narita
  - Daiki Kimura
- 2020
- AAAI 2020