Previous Seminars

Adversarial Training Should Be Cast as a Non-Zero-Sum Game
Volkan Cevher - Associate Prof. EPFL, Switzerland



Spectral Methods and Generative Modeling: A Unifying Perspective
Jiaxin Shi - Research Scientist, DeepMind, UK



Robust and Conjugate Gaussian Process Regression
François-Xavier Briol - Associate Prof., UCL, UK



Non-linear Latent Force Models
Mauricio Álvarez - Senior Lecturer, Univ. of Manchester, UK



Addressing Bias and Copyright in Generative AI: Preference Matching and Fair Compensation
Weijie Su - Professor, University of Pennsylvania



Conservation Laws for Gradient Flows
Gabriel Peyré - CNRS researcher| DMA/ENS, France



Physics-informed machine learning as a kernel method
Francis Bach - Researcher at Inria



Learning Dynamics of Overparametrized Neural Networks
René Vidal - Rachleff University Professor, University of Pennsylvania, USA



Causal Effect Estimation with Context and Confounders
Arthur Gretton - Professor, UCL, UK



Robust and Efficient AI Alignment
Ilija Bogunovic - Assistant Professor, UCL, UK



Multi-objective optimization with societal considerations: a study of RCTs in the presence of competing treatments
Ana-Andreea Stoica - Research Group Leader in the Social Foundations of Computation Department, Max Planck Institute, Germany



Resurrecting Recurrent Neural Networks
Razvan Pascanu - Research Scientist, Google DeepMind, UK



Models That Prove Their Own Correctness
Orr Paradise - PhD student at the Theory of Computation group at UC Berkeley, UK

