Talks

• Frontiers in Interacting Particle Systems, Aggregation-Diffusion Equations & Collective Behavior, CIRM, June 2024
  [slides]
• PDE Methods in Machine Learning: from Continuum Dynamics to Algorithms, BIRS-IMAG, Granada, June 2024
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• Interacting Particle Systems: Analysis, Control, Learning and Computation, ICERM, Providence, May 2024
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• Optimal Transport Workshop, Cargese, April 2024
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• Workshop on Optimal Transport: Theory and Applications, Berlin, March 2024
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• Séminaire Palaisien, Palaiseau, February 2024
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• Journée Sigma-Mode, Paris, January 2024
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• Yes workshop, Eurandom, TU Eindhoven, September 2022
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• ICML tutorial, Baltimore, July 2022
  [slides][video]
• Ellis Machine Learning Theory workshop, Genova, June 2022
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• Inria Thoth team seminar, Grenoble, June 2022
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• Synergies between Data Science and PDE Analysis, Hausdorff Center for Mathematics, Bonn, June 2022
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• Laplace's demon seminar, Criteo, Paris, June 2022
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• MSR New England Machine Learning Seminar, online, June 2022
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• Applied Optimal Transport workshop, Institute for Mathematical and Statistical Innovation (IMSI), Chicago, May 2022
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• I Can't Believe It's Not Better (ICBINB) seminar series, online, May 2022
  [slides][video]
• Frontiers in kinetic equations for plasmas and collective behaviour, Isaac Newton Institute, Cambridge, April 2022
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• JSTAR, ENSAI, Rennes April 2022
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• Optimal Transport seminar, Orsay, March 2022
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• Quantization, Location, Sampling and Matching Workshop, Lagrange Mathematics and Computation Research Center, Paris, March 2022
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• Kantorovitch Initiative, Online, March 2022
  [slides][video]
• Interaction Mechanisms in Monte Carlo, Heilbronn Institute for Mathematical Research, Bristol, December 2021
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• New Bridges between Mathematics and Data Science, Online, November 2021
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• One world Theoretical Machine Learning seminar , online, October 2021
  [slides][video]
• Sampling Algorithms and Geometries on Probability Distributions workshop , Simons institute, Berkeley, September 2021
  [slides][video] [slides]
• Entropic Regularization of Optimal Transport and Applications, Banff International Research Station (online), June 2021
  [slides][video]
• School of Mathematical and Computer Sciences, Heriot-Watt University, Edinburgh (online), March 2021
  [slides][video]
• Séminaire Parisien d'Optimisation, Institut Henri Poincaré, Paris, October 2020
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• Second Symposium on Machine Learning and Dynamical Systems, Fields Institute, Toronto (online) September 2020
  
  • Maximum Mean Discrepancy Gradient flow (Neurips 2019) [slides] [video]
  • Wasserstein Gradient Flows for Machine Learning. Joint talk with Adil Salim about our recent line of work. [slides][video ]
• Séminaire de Statistique, CREST-CMAP, Palaiseau, September 2020
  [slides]
• Statistics seminar, Laboratoire de Probabilités, Statistique et Modélisation (LPSM), Paris, March 2020