Can't wait to attend this Friday's colloquium! 🙌 See you there at 14:15 at PTB for Martin Burger's talk!
Don’t miss out on this week’s MATH+ Friday at Physikalisch-Technische Bundesanstalt, PTB at 14:15 and the BMS certificate ceremony & MATH+ summer party at 16:00! 🙌 🎉 We are excited to welcome Martin Burger from Deutsches Elektronen-Synchrotron DESY who will talk about “Particle Methods in Machine Learning and Inverse Problems”. 😊 👉 The use of methods resembling (interacting) particle systems has gained a lot of interest for different tasks in machine learning, inverse problems, and related fields. Popular examples are Langevin-type sampling methods that can be constructed for efficient posterior sampling in Bayesian inverse problems and score-based diffusion models, or consensus type methods that are found in optimization, sampling as well as modern transformer architectures. 👉 In this talk, Burger will give an overview of different approaches of recent interest and relate their mathematical analysis to well-known and some novel concepts in statistical mechanics, PDEs, and stochastic processes. 👉 For more information, please visit our website: https://lnkd.in/e9JKR2yH. #particlemethods #inverseproblems Freie Universität Berlin Humboldt-Universität zu Berlin Technische Universität Berlin Weierstraß-Institut