By Angela Berti6 October 2023 TILOS Fireside Chat: Theory in the Age of Modern AI A conversation about theory in the age of modern artificial intelligence (AI) with TILOS member panelists Nisheeth Vishnoi, Tara Javidi, Misha Belkin, and Arya Mazumdar (moderator). Foundations,Panel Discussions 3 views You may also like 01:02:48 TILOS Seminar: Reasoning Numerically 1 views Foundations,TILOS Seminar Series automated reasoning,curse of dimensionality,intelligent systems,NP hardness 01:06:42 TILOS Seminar: Deep Generative Models and Inverse Problems 2 views Foundations,TILOS Seminar Series fairness,inverse problems,sparsity 01:06:24 TILOS Seminar: Learning in the Presence of Distribution Shifts: How does the Geometry of Perturbations Play a Role? 2 views Foundations,Machine Learning,TILOS Seminar Series deep learning,machine learning,perturbation geometry,robustness 01:05:28 TILOS Seminar: Geometric Mechanics, Information Geometry, Accelerated Optimization and ML 3 views Foundations,Machine Learning,TILOS Seminar Series geometric mechanics,information geometry,machine learning 00:53:29 TILOS Seminar: MCMC vs. Variational Inference for Credible Learning and Decision Making at Scale 3 views Foundations,TILOS Seminar Series MCMC methods,variational inference 01:03:14 TILOS Seminar: A Mixture of Past, Present, and Future 4 views Foundations,TILOS Seminar Series heterogeneity,mixture models,supervised learning,unsupervised learning «123Page 3 of 3
