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

A unified variance-reduced accelerated gradient method for convex optimization
- - Guanghui Lan
  - Zhize Li
  - et al.
- 2019
- NeurIPS 2019
Sample efficient active learning of causal trees
- - Kristjan Greenewald
  - Dmitriy Katz-Rogozhnikov
  - et al.
- 2019
- NeurIPS 2019
KerGM: Kernelized graph matching
- - Zhen Zhang
  - Yijian Xiang
  - et al.
- 2019
- NeurIPS 2019
Online EXP3 learning in adversarial bandits with delayed feedback
- - Ilai Bistritz
  - Zhengyuan Zhou
  - et al.
- 2019
- NeurIPS 2019
Private hypothesis selection
- - Mark Bun
  - Thomas Steinke
  - et al.
- 2019
- NeurIPS 2019
Counting the optimal solutions in graphical models
- - Radu Marinescu
  - Rina Dechter
- 2019
- NeurIPS 2019
Learning new tricks from old dogs: Multi-source transfer learning from pre-trained networks
- - Joshua Ka Wing Lee
  - Prasanna Sattigeri
  - et al.
- 2019
- NeurIPS 2019
Average-case averages: Private algorithms for smooth sensitivity and mean estimation
- - Mark Bun
  - Thomas Steinke
- 2019
- NeurIPS 2019
A game theoretic approach to class-wise selective rationalization
- - Shiyu Chang
  - Yang Zhang
  - et al.
- 2019
- NeurIPS 2019
Scalable inference of topic evolution via models for latent geometric structures
- - Mikhail Yurochkin
  - Zhiwei Fan
  - et al.
- 2019
- NeurIPS 2019