Aude Genevay

According to our database, Aude Genevay authored at least 11 papers between 2016 and 2021.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2021

Improving approximate optimal transport distances using quantization.

Gaspard Beugnot, Aude Genevay, Kristjan H. Greenewald, Justin Solomon

Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence, 2021

Large-Scale Wasserstein Gradient Flows.

Petr Mokrov, Alexander Korotin, Lingxiao Li, Aude Genevay, Justin M. Solomon, Evgeny Burnaev

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Do Neural Optimal Transport Solvers Work? A Continuous Wasserstein-2 Benchmark.

Alexander Korotin, Lingxiao Li, Aude Genevay, Justin M. Solomon, Alexander Filippov, Evgeny Burnaev

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020

Continuous Regularized Wasserstein Barycenters.

Lingxiao Li, Aude Genevay, Mikhail Yurochkin, Justin M. Solomon

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2019

Entropy-Regularized Optimal Transport for Machine Learning. (Régularisation Entropique du Transport Optimal pour le Machine Learning).

Aude Genevay

PhD thesis, 2019

Differentiable Deep Clustering with Cluster Size Constraints.

Aude Genevay, Gabriel Dulac-Arnold, Jean-Philippe Vert

CoRR, 2019

Sample Complexity of Sinkhorn Divergences.

Aude Genevay, Lénaïc Chizat, Francis R. Bach, Marco Cuturi, Gabriel Peyré

Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019

2018

Learning Generative Models with Sinkhorn Divergences.

Aude Genevay, Gabriel Peyré, Marco Cuturi

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2018

2016

Stochastic Optimization for Large-scale Optimal Transport.

Aude Genevay, Marco Cuturi, Gabriel Peyré, Francis R. Bach

Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

The Negotiation Dialogue Game.

Romain Laroche, Aude Genevay

Proceedings of the Dialogues with Social Robots, 2016

Transfer Learning for User Adaptation in Spoken Dialogue Systems.

Aude Genevay, Romain Laroche

Proceedings of the 2016 International Conference on Autonomous Agents & Multiagent Systems, 2016