41 videos found 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 01:16:33 TILOS Seminar: The FPGA Physical Design Flow Through the Eyes of ML 3views Chip Design,Machine Learning,TILOS Seminar Series FPGA,machine learning,physical design flow 01:02:48 TILOS Seminar: Reasoning Numerically 1views Foundations,TILOS Seminar Series automated reasoning,curse of dimensionality,intelligent systems,NP hardness 01:06:42 TILOS Seminar: Deep Generative Models and Inverse Problems 2views 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? 4views 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 6views 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 3views Foundations,TILOS Seminar Series MCMC methods,variational inference 00:57:37 TILOS Seminar: Real-time Sampling and Estimation 7views Networks,TILOS Seminar Series distributed systems,Internet of Things,real-time data 01:02:04 TILOS Seminar: Closing the Virtuous Cycle of AI for IC and IC for AI 5views Chip Design,Machine Learning,TILOS Seminar Series electronic design automation,integrated circuits,machine learning,semiconductors «12345»Page 4 of 5
