TILOS Seminar: Certifiably Correct Machine Perception
Zoom: https://SDSU.zoom.us/j/84993405398
Zoom: https://SDSU.zoom.us/j/84993405398
Zoom: https://SDSU.zoom.us/j/82711917109
Zoom: https://bit.ly/Opt-AI-ML
Zoom: https://bit.ly/TILOS-Seminars
Zoom: https://bit.ly/Opt-AI-ML
Zoom: https://bit.ly/TILOS-Seminars
Speaker: Yang Zheng, UC San Diego Abstract: Direct policy search has achieved great empirical success in reinforcement learning. Many recent studies have revisited its theoretical foundation for continuous control, which revealsContinue reading "Optimization for ML and AI Seminar: Extended Convex Lifting for Policy Optimization in Control"
Speaker: Sung-Kyu Lim, University of Southern California Abstract: Multi-chip integration has become a standard approach in AI training and is rapidly gaining traction in edge learning applications. Leveraging 2.5D and 3DContinue reading "TILOS-MICS Seminar: AI-Driven Design Automation for Multi-Chip Integration in AI Chips"
Speaker: Maarten de Hoop, Rice University Abstract: We present a kinetic theory perspective of foundation models for physics. We begin with providing a mathematical framework for analyzing transformers. To uniformly addressContinue reading "TILOS Seminar: Kinetic Theory Perspective of Foundation Models for Physics"