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

Towards an Observationally Meaningful, Explainable Emulator for the Boussinesq equation
- - Eloisa Bentivegna
- 2021
- ICLR 2021
Adversarial Data Augmentation Improves Unsupervised Machine Learning
- - Chia-Yi Hsu
  - Pin-Yu Chen
  - et al.
- 2021
- ICLR 2021
High-Robustness, Low-Transferability Fingerprinting of Neural Networks
- - Siyue Wang
  - Xiao Wang
  - et al.
- 2021
- ICLR 2021
Causal Inference Q-Network: Toward Resilient Reinforcement Learning
- - Huck Yang
  - I-Te Hung
  - et al.
- 2021
- ICLR 2021
Extracting Hyperparameter Constraints from Code
- - Ingkarat Rak-amnouykit
  - Ana Milanova
  - et al.
- 2021
- ICLR 2021
Meta Federated Learning
- - Omid Aramoon
  - Gang Qu
  - et al.
- 2021
- ICLR 2021
Toward Non-Singular Robustness of Neural Networks
- - Yu-Lin Tsai
  - Chia-Yi Hsu
  - et al.
- 2021
- ICLR 2021
Formalizing Generalization and Robustness of Neural Networks to Weight Perturbations
- - Yu-Lin Tsai
  - Chia-Yi Hsu
  - et al.
- 2021
- ICLR 2021
A Unified Storage Layer for Supporting Distributed Workflows in Kubernetes
- - Antony Chazapis
  - Christian Pinto
  - et al.
- 2021
- EuroSys 2021
Connecting Underrepresented Minorities and Qualified Job Positions Using Online Data
- 2021
- AAAI 2021