39 videos found 01:05:31 TILOS Seminar: Learning from Diverse and Small Data 3views Machine Learning,TILOS Seminar Series mixture models,nonparametric learning,preference learning 50:58 TILOS Seminar: Machine Learning Training Strategies Inspired by Humans’ Learning Skills 4views Machine Learning,TILOS Seminar Series human learning,learning methodologies,machine learning,Skillearn 01:00:50 TILOS Seminar: Engineering the Future of Software with AI 5views AI Software,TILOS Seminar Series AI automation,AI for code,software engineering 56:51 TILOS Seminar: Causal Discovery for Root Cause Analysis 6views Machine Learning,TILOS Seminar Series algorithmic causality,causal discovery,machine learning 01:01:13 TILOS Seminar: Rare Gems: Finding Lottery Tickets at Initialization 6views Foundations,Machine Learning,TILOS Seminar Series deep learning,lottery ticket hypothesis,machine learning,neural networks 01:04:27 TILOS Seminar: Robust and Equitable Uncertainty Estimation 2views Foundations,Machine Learning,TILOS Seminar Series black box models,confidence estimation,fairness,machine learning,robustness 54:45 TILOS Seminar: On Policy Optimization Methods for Control 3views Foundations,TILOS Seminar Series control theory,nonconvex optimization,policy optimization,reinforcement learning 01:00:19 TILOS Seminar: Non-convex Optimization for Linear Quadratic Gaussian (LQG) Control 3views Foundations,Machine Learning,TILOS Seminar Series control theory,Linear Quadratic Gaussian control,machine learning,nonconvex optimization 01:04:07 TILOS Seminar: ML for Design Methodology and EDA Optimization 5views Chip Design,Machine Learning,TILOS Seminar Series electronic design automation,machine learning,physics-based modeling,reinforcement learning,self-supervised learning 01:03:47 TILOS Seminar: How to use Machine Learning for Combinatorial Optimization 5views Foundations,Machine Learning,TILOS Seminar Series combinatorial optimization,deep learning,machine learning,reinforcement learning «1234»Page 3 of 4
