Media Summary: Amortized Inference in Deep Generative Models Slides: ... Learning to Optimize via Policy Learning Slides: Class: ... Safe Exploration for Reinforcement Learning Slides: ...
Cs 159 Spring 2020 Lecture - Detailed Analysis & Overview
Amortized Inference in Deep Generative Models Slides: ... Learning to Optimize via Policy Learning Slides: Class: ... Safe Exploration for Reinforcement Learning Slides: ... Data-Driven Solvers for Inverse Problems. Slides: Structured Procrastination for Automated Algorithm Design. (With obligatory technical difficulty!) Relevant Papers: ... Differentiable Optimization-Based Modeling for Machine Learning Slides: ...
Device Optimization using Reinforcement Learning Part of Caltech course on Data-Driven Algorithm Design: ... Automated Compiler Optimization using Machine Learning Slides: ...