Distributional Preference Alignment of LLMs via Optimal Transport
- Igor Melnyk
- Youssef Mroueh
- et al.
- 2024
- NeurIPS 2024
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38 results for Mattia Rigotti
Multivariate Stochastic Dominance via Optimal Transport and Applications to Models Benchmarking
- Gabriel Rioux
- Apoorva Nitsure
- et al.
- 2024
- NeurIPS 2024
Unraveling the Key Components of OOD Generalization via Diversification
- Harold Benoit
- Liangze Jiang
- et al.
- 2024
- ICLR 2024
Attention-based Interpretability with Concept Transformers
- Mattia Rigotti
- Christoph Miksovic Czasch
- et al.
- 2022
- ICLR 2022
Deep Bandits Show-Off: Simple and Efficient Exploration with Deep Networks
- Rong Zhu
- Mattia Rigotti
- 2021
- NeurIPS 2021
Self-correcting Q-learning
- Rong Zhu
- Mattia Rigotti
- 2021
- AAAI 2021
Unbalanced Sobolev Descent
- 2020
- NeurIPS 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
On the generalization capacity of neural networks during generic multimodal reasoning
- Taku Ito
- Soham Dan
- et al.
- 2024
- ICLR 2024