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

47 results at NeurIPS 2019

Sobolev Independence Criterion
- - Youssef Mroueh
  - Tom Sercu
  - et al.
- 2019
- NeurIPS 2019
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
Alleviating label switching with optimal transport
- - Pierre Monteiller
  - Sebastian Claici
  - et al.
- 2019
- NeurIPS 2019
Characterization and learning of causal graphs with latent variables from soft interventions
- - Murat Kocaoglu
  - Amin Jaber
  - et al.
- 2019
- NeurIPS 2019
ZO-AdaMM: Zeroth-order adaptive momentum method for black-box optimization
- - Xiangyi Chen
  - Sijia Liu
  - et al.
- 2019
- NeurIPS 2019