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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40 results for Youssef Mroueh

Measuring Generalization with Optimal Transport
- - Ching-Yao Chuang
  - Youssef Mroueh
  - et al.
- 2021
- NeurIPS 2021
Separation results between fixed-kernel and feature-learning probability metrics
- - Carles Domingo-Enrich
  - Youssef Mroueh
- 2021
- NeurIPS 2021
Fair Mixup: Fairness via Interpolation
- - Ching-Yao chuang
  - Youssef Mroueh
- 2021
- ICLR 2021
Unbalanced Sobolev Descent
- - Youssef Mroueh
  - Mattia Rigotti
- 2020
- NeurIPS 2020
A Decentralized Parallel Algorithm for Training Generative Adversarial Nets
- - Mingrui Liu
  - Wei Zhang
  - et al.
- 2020
- NeurIPS 2020
Learning Implicit Text Generation via Feature Matching
- - Inkit Padhi
  - Pierre Dognin
  - et al.
- 2020
- ACL 2020
Towards Better Understanding of Adaptive Gradient Algorithms in Generative Adversarial Nets
- - Mingrui Liu
  - Youssef Mroueh
  - et al.
- 2020
- ICLR 2020
Sobolev Independence Criterion
- - Youssef Mroueh
  - Tom Sercu
  - et al.
- 2019
- NeurIPS 2019
Risk Aware Benchmarking of Large Language Models
- - Apoorva Nitsure
  - Youssef Mroueh
  - et al.
- 2024
- ICML 2024
Improved Mutual Information Estimation
- - Youssef Mroueh
  - Igor Melnyk
  - et al.
- 2021
- AAAI 2021