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

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
Tight dimension independent lower bound on the expected convergence rate for diminishing step sizes in sgd
- - Phuong Ha Nguyen
  - Lam Nguyen
  - et al.
- 2019
- NeurIPS 2019
Hierarchical optimal transport for document representation
- - Mikhail Yurochkin
  - Farzaneh Mirzazadeh
  - et al.
- 2019
- NeurIPS 2019
Depth-first proof-number search with heuristic edge cost and application to chemical synthesis planning
- - Akihiro Kishimoto
  - Beat Buesser
  - et al.
- 2019
- NeurIPS 2019
Generalization in generative adversarial networks: A novel perspective from privacy protection
- - Bingzhe Wu
  - Shiwan Zhao
  - et al.
- 2019
- NeurIPS 2019
More is less: Learning efficient video representations by big-little network and depthwise temporal aggregation
- - Quanfu Fan
  - Chun Fu Chen
  - et al.
- 2019
- NeurIPS 2019
Visual concept-metaconcept learning
- - Chi Han
  - Jiayuan Mao
  - et al.
- 2019
- NeurIPS 2019
Subquadratic high-dimensional hierarchical clustering
- - Amir Abboud
  - Vincent Cohen-Addad
  - et al.
- 2019
- NeurIPS 2019