28 videos found 01:04:27 TILOS Seminar: Robust and Equitable Uncertainty Estimation 2 views Foundations,Machine Learning,TILOS Seminar Series black box models,confidence estimation,fairness,machine learning,robustness 01:00:19 TILOS Seminar: Non-convex Optimization for Linear Quadratic Gaussian (LQG) Control 2 views 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 5 views 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 5 views Foundations,Machine Learning,TILOS Seminar Series combinatorial optimization,deep learning,machine learning,reinforcement learning 01:16:33 TILOS Seminar: The FPGA Physical Design Flow Through the Eyes of ML 3 views Chip Design,Machine Learning,TILOS Seminar Series FPGA,machine learning,physical design flow 01:06:24 TILOS Seminar: Learning in the Presence of Distribution Shifts: How does the Geometry of Perturbations Play a Role? 3 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 5 views Foundations,Machine Learning,TILOS Seminar Series geometric mechanics,information geometry,machine learning 01:02:04 TILOS Seminar: Closing the Virtuous Cycle of AI for IC and IC for AI 4 views Chip Design,Machine Learning,TILOS Seminar Series electronic design automation,integrated circuits,machine learning,semiconductors «123Page 3 of 3
