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

24 results at ICLR 2023

Single-shot General Hyper-parameter Optimization for Federated Learning
- - Yi Zhou
  - Parikshit Ram
  - et al.
- 2023
- ICLR 2023
Min-Max Multi-objective Bilevel Optimization with Applications in Robust Machine Learning
- - Alex Gu
  - Songtao Lu
  - et al.
- 2023
- ICLR 2023
What Is Missing in IRM Training and Evaluation? Challenges and Solutions
- - Yihua Zhang
  - Pranay Sharma
  - et al.
- 2023
- ICLR 2023
Understanding new tasks through the lens of training data via exponential tilting
- - Subha Maity
  - Mikhail Yurochkin
  - et al.
- 2023
- ICLR 2023
Sampling with Mollified Interaction Energy Descent
- - Lingxiao Li
  - Qiang Liu
  - et al.
- 2023
- ICLR 2023
Learning Proximal Operators to Discover Multiple Optima
- - Lingxiao Li
  - Noam Aigerman
  - et al.
- 2023
- ICLR 2023
In-situ text-only adaptation of speech models with low-overhead speech imputations
- - Ashish Mittal
  - Sunita Sarawagi
  - et al.
- 2023
- ICLR 2023
QAID: Question Answering Inspired Few-shot Intent Detection
- - Asaf Yehudai
  - Matan Vetzler
  - et al.
- 2023
- ICLR 2023
Label-free Concept Bottleneck Models
- - Tuomas Oikarinen
  - Subhro Das
  - et al.
- 2023
- ICLR 2023
FedExP: Speeding up Federated Averaging via Extrapolation
- - Divyansh Jhunjhunwala
  - Shiqiang Wang
  - et al.
- 2023
- ICLR 2023