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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12 results for Subhro Das

ConCerNet: A Contrastive Learning Based Framework for Automated Conservation Law Discovery and Trustworthy Dynamical System Prediction
- - Wang Zhang
  - Lily Weng
  - et al.
- 2023
- ICML 2023
Label-free Concept Bottleneck Models
- - Tuomas Oikarinen
  - Subhro Das
  - et al.
- 2023
- ICLR 2023
Selective Regression under Fairness Criteria
- - Abhin Shah
  - Yuheng Bu
  - et al.
- 2022
- ICML 2022
Post-hoc Uncertainty Learning using a Dirichlet Meta-Model
- - Maohao Shen
  - Yuheng Bu
  - et al.
- 2023
- AAAI 2023
Beyond Worst-Case Analysis in Stochastic Approximation: Moment Estimation Improves Instance Complexity
- - Jingzhao Zhang
  - Hongzhou Lin
  - et al.
- 2022
- ICML 2022
Towards Understanding Convergence of Simultaneous Gradient Descent-Ascent in Minimax Optimization
- - Haochuan Li
  - Farzan Farnia
  - et al.
- 2022
- ICML 2022
Fast Convergence for Unstable Reinforcement Learning Problems by Logarithmic Mapping
- - Wang Zhang
  - Lam Nguyen
  - et al.
- 2022
- ICML 2022
c-MBA: Adversarial Attack for Cooperative MARL Using Learned Dynamics Model
- - Nhan Pham
  - Lam Nguyen
  - et al.
- 2022
- NeurIPS 2022
When Machine Learning meets Dynamical Systems: Theory and Applications
- - Lam Nguyen
  - Trang H. Tran
  - et al.
- 2023
- AAAI 2023
Who Should Predict? Exact Algorithms For Learning to Defer to Humans
- - Hussein Mozannar
  - Hunter Lang
  - et al.
- 2023
- AISTATS 2023