Beyond Diffusions with Stochastic Interpolants | Eric Vanden-Eijnden (Courant Institute – NYU) скачать в хорошем качестве

Beyond Diffusions with Stochastic Interpolants | Eric Vanden-Eijnden (Courant Institute – NYU)

Beyond Diffusions with Stochastic Interpolants | Eric Vanden-Eijnden (Courant Institute – NYU) About the speaker: Eric Vanden-Eijnden is the Paulette Goddard Chair in Mathematics at the Courant Institute, New York University. His research develops mathematical tools for analyzing stochastic and multiscale dynamical systems, with applications spanning molecular dynamics, machine learning, and complex systems. He received the SIAM Germund Dahlquist Prize (2009) and the SIAM J.D. Crawford Prize (2011). Together with Michael S. Albergo and Nicholas M. Boffi, he developed the stochastic interpolants framework that unifies continuous-time generative modeling approaches. About the workshop: This talk was presented at "Mathematical Foundations of Machine Learning: PDEs, Probability, and Dynamics," held at the Centre de Recerca Matemàtica (CRM) in Barcelona, January 7-9, 2026. https://www.crm.cat/mathematical-foun... #MachineLearning #Mathematics #AI #DeepLearning #NeuralNetworks #TheoreticalML #DataScience #AppliedMathematics #Research #AcademicTalk #CRM #Barcelona #MathematicalFoundations #ArtificialIntelligence