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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8 results at UAI 2022

Variational Message Passing Neural Network for Maximum-A-Posteriori (MAP) Inference
- - Zijun Cui
  - Hanjing Wang
  - et al.
- 2022
- UAI 2022
Distributed Adversarial Training to Robustify Deep Neural Networks at Scale
- - Gaoyuan Zhang
  - Songtao Lu
  - et al.
- 2022
- UAI 2022
Differentially Private SGDA for Minimax Problems
- - Zhenhuan Yang
  - Shu Hu
  - et al.
- 2022
- UAI 2022
Linearizing Contextual Bandits with Latent State Dynamics
- - Elliot Nelson
  - Debarun Bhattacharjya
  - et al.
- 2022
- UAI 2022
AND/OR Branch-and-Bound for Computational Protein Design Optimizing K*
- - Bobak Pezeshki
  - Radu Marinescu
  - et al.
- 2022
- UAI 2022
Intervention Target Estimation in the Presence of Latent Variables
- - Burak Varıcı
  - Karthikeyan Shanmugam
  - et al.
- 2022
- UAI 2022
Neural-Progressive Hedging: Enforcing Constraints in Reinforcement Learning with Stochastic Programming
- - Supriyo Ghosh
  - Laura Wynter
  - et al.
- 2022
- UAI 2022
A label-efficient two-sample test
- - Weizhi Li
  - Gautam Dasarathy
  - et al.
- 2022
- UAI 2022