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

The Future of Computing: Bits + Neurons + Qubits
- - Dario Gil
  - William M.J. Green
- 2020
- ISSCC 2020
IBM z15: A 12-Core 5.2GHz Microprocessor
- - Christopher Berry
  - Brian Bell
  - et al.
- 2020
- ISSCC 2020
Explainable machine learning in deployment
- - Umang Bhatt
  - Alice Xiang
  - et al.
- 2020
- FAccT 2020
Effect of confidence and explanation on accuracy and trust calibration in AI-assisted decision making
- - Yunfeng Zhang
  - Q. Vera Liao
  - et al.
- 2020
- FAccT 2020
Scalable spike source localization in extracellular recordings using amortized variational inference
- - Cole L. Hurwitz
  - Kai Xu
  - et al.
- 2019
- NeurIPS 2019
SySCD: A system-aware parallel coordinate descent algorithm
- - Nikolas Ioannou
  - Celestine Mendler-Dünner
  - et al.
- 2019
- NeurIPS 2019
Differentially private distributed data summarization under covariate shift
- - Kanthi Sarpatwar
  - Karthikeyan Shanmugam
  - et al.
- 2019
- NeurIPS 2019
A family of robust stochastic operators for reinforcement learning
- - Yingdong Lu
  - Mark S. Squillante
  - et al.
- 2019
- NeurIPS 2019
Adversarial self-defense for cycle-consistent GANs
- - Dina Bashkirova
  - Ben Usman
  - et al.
- 2019
- NeurIPS 2019
Statistical model aggregation via parameter matching
- - Mikhail Yurochkin
  - Mayank Agarwal
  - et al.
- 2019
- NeurIPS 2019