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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ComPhy: Compositional Physical Reasoning of Objects and Events from Videos
- - Zhenfang Chen
  - Kexin Yi
  - et al.
- 2022
- ICLR 2022
Computational Design and Validation of Polymer Membranes with high CO2 Permeability
- - Hsianghan Hsu
  - Ronaldo Giro
  - et al.
- 2022
- APS March Meeting 2022
Finite-Time Convergence and Sample Complexity of Multi-Agent Actor-Critic Reinforcement Learning with Average Reward
- - Hairi FNU
  - Jia Liu
  - et al.
- 2022
- ICLR 2022
On sensitivity of meta-learning to support data
- - Mayank Agarwal
  - Mikhail Yurochkin
  - et al.
- 2021
- NeurIPS 2021
Finite-Sample Analysis of Off-Policy TD-Learning via Generalized Bellman Operators
- - Zaiwei Chen
  - Siva Theja Maguluri
  - et al.
- 2021
- NeurIPS 2021
Adversarial Attack Generation Empowered by Min-Max Optimization
- - Jingkang Wang
  - Tianyun Zhang
  - et al.
- 2021
- NeurIPS 2021
Asymptotically Exact Error Characterization of Offline Policy Evaluation with Misspecified Linear Models
- - Kohei Miyaguchi
- 2021
- NeurIPS 2021
Catastrophic Data Leakage in Vertical Federated Learning
- - Xiao Jin
  - Pin-Yu Chen
  - et al.
- 2021
- NeurIPS 2021
CoFrNets: Interpretable Neural Architecture Inspired by Continued Fractions
- - Isha Puri
  - Amit Dhurandhar
  - et al.
- 2021
- NeurIPS 2021
Deep Bandits Show-Off: Simple and Efficient Exploration with Deep Networks
- - Rong Zhu
  - Mattia Rigotti
- 2021
- NeurIPS 2021