Publications

This is our catalog of publications authored by IBM researchers, in collaboration with the global research community. 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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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