Alexandre Verine

According to our database, Alexandre Verine authored at least 6 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Quality and Diversity in Generative Models through the lens of f-divergences. (Explorer la qualité et la diversité des modèles génératifs).

Alexandre Verine

PhD thesis, 2024

Optimal Budgeted Rejection Sampling for Generative Models.

Alexandre Verine, Muni Sreenivas Pydi, Benjamin Négrevergne, Yann Chevaleyre

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

Exploring Precision and Recall to assess the quality and diversity of LLMs.

Florian Le Bronnec, Alexandre Verine, Benjamin Négrevergne, Yann Chevaleyre, Alexandre Allauzen

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023

Training Normalizing Flows with the Precision-Recall Divergence.

Alexandre Verine, Benjamin Négrevergne, Muni Sreenivas Pydi, Yann Chevaleyre

CoRR, 2023

Precision-Recall Divergence Optimization for Generative Modeling with GANs and Normalizing Flows.

Alexandre Verine, Benjamin Négrevergne, Muni Sreenivas Pydi, Yann Chevaleyre

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

On the expressivity of bi-Lipschitz normalizing flows.

Alexandre Verine, Benjamin Négrevergne, Yann Chevaleyre, Fabrice Rossi

Proceedings of the Asian Conference on Machine Learning, 2022