TILOS logo
  • Home
  • Team
    • Faculty & Leadership
    • Postdoctoral Scholars
    • Students
    • Industry Liaisons
    • Advisory Board
    • Alumni
  • Ethics
  • Research
    • Publications
    • Software & Datasets
      • Machine Learning & Hyperdimensional Computing
      • Robotics & Autonomous Systems
      • VLSI Design & Hardware Optimization
      • Datasets
    • Foundations
    • Chip Design
    • Robotics
    • Networks
  • Seminars & Events
    • Upcoming Events
    • Past Events
    • Seminar Series
    • TILOS Industry Day
      • 2025
      • 2024
      • 2023
      • 2022
    • Horizons for Optimization in AI Workshop
    • HDSI-TILOS “LLM Meets Theory” Workshop
    • TILOS-Cisco AI + Security Workshop
    • TILOS Tutorial on AI Alignment
  • News
    • TILOS in the News
    • Latest Newsletter
    • Past Newsletters
      • Spring 2026
      • Winter 2026
      • Fall 2025
      • Summer 2025
  • Educational Resources
    • Courses & Tutorials
    • K-12 Educational Activities
    • Lab 3.0 at UC San Diego
    • Video Interviews
    • Recorded Talks
    • TILOS YouTube Channel
    • Software & Datasets
    • University & Professional
  • Industry & Partnership
    • Industrial Partner Program
    • Visitor Programs
    • ExpandAI@SD
  • Contact
  • Home
  • Team
    •         - Faculty & Leadership
    •         - Postdoctoral Scholars
    •         - Students
    •         - Industry Liaisons
    •         - Advisory Board
    •         - Alumni
  • Ethics
  • Research
    •         - Publications
    •         - Software & Datasets
      •                 - Machine Learning & Hyperdimensional Computing
      •                 - Robotics & Autonomous Systems
      •                 - VLSI Design & Hardware Optimization
      •                 - Datasets
    •         - Foundations
    •         - Chip Design
    •         - Robotics
    •         - Networks
  • Seminars & Events
    •         - Upcoming Events
    •         - Past Events
    •         - Seminar Series
    •         - TILOS Industry Day
      •                 - 2025
      •                 - 2024
      •                 - 2023
      •                 - 2022
    •         - Horizons for Optimization in AI Workshop
    •         - HDSI-TILOS “LLM Meets Theory” Workshop
    •         - TILOS-Cisco AI + Security Workshop
    •         - TILOS Tutorial on AI Alignment
  • News
    •         - TILOS in the News
    •         - Latest Newsletter
    •         - Past Newsletters
      •                 - Spring 2026
      •                 - Winter 2026
      •                 - Fall 2025
      •                 - Summer 2025
  • Educational Resources
    •         - Courses & Tutorials
    •         - K-12 Educational Activities
    •         - Lab 3.0 at UC San Diego
    •         - Video Interviews
    •         - Recorded Talks
    •         - TILOS YouTube Channel
    •         - Software & Datasets
    •         - University & Professional
  • Industry & Partnership
    •         - Industrial Partner Program
    •         - Visitor Programs
    •         - ExpandAI@SD
  • Contact
44 videos found
TILOS Seminar: Machine learning for discrete optimization: Theoretical foundations
00:55:30
TILOS Seminar: Machine learning for discrete optimization: Theoretical foundations
308views
Foundations,
Machine Learning,
TILOS Seminar Series
Self-play Algorithms for Math Theorem Proving
00:53:25
Self-play Algorithms for Math Theorem Proving
262views
Machine Learning,
Optimization for ML & AI Seminar Series
TILOS Seminar: ComPO: Preference Alignment via Comparison Oracles
00:36:49
TILOS Seminar: ComPO: Preference Alignment via Comparison Oracles
304views
Machine Learning,
TILOS Seminar Series
A non-equilibrium phase transition with broken ergodicity causes double descent & benign overfitting
00:58:30
A non-equilibrium phase transition with broken ergodicity causes double descent & benign overfitting
304views
Machine Learning,
Optimization for ML & AI Seminar Series
TILOS Seminar: Inference-Time Algorithms: A Theoretical Lens on Tractability and Error Propagation
00:57:12
TILOS Seminar: Inference-Time Algorithms: A Theoretical Lens on Tractability and Error Propagation
279views
Machine Learning,
TILOS Seminar Series
TILOS Seminar: Engineering Interpretable and Faithful AI Systems
01:00:13
TILOS Seminar: Engineering Interpretable and Faithful AI Systems
319views
Machine Learning,
TILOS Seminar Series
TILOS Seminar: Autopilots Need Parachutes: Reliability Lessons from LLM-Automated Embedded AI Systems
00:55:06
TILOS Seminar: Autopilots Need Parachutes: Reliability Lessons from LLM-Automated Embedded AI Systems
309views
Machine Learning,
TILOS Seminar Series
Transformers Learn Generalizable Chain-of-Thought Reasoning via Gradient Descent
00:56:00
Transformers Learn Generalizable Chain-of-Thought Reasoning via Gradient Descent
335views
Foundations,
Machine Learning,
Optimization for ML & AI Seminar Series
(De)regularized Wasserstein Gradient Flows via Reproducing Kernels
01:00:42
(De)regularized Wasserstein Gradient Flows via Reproducing Kernels
293views
Foundations,
Machine Learning,
Optimization for ML & AI Seminar Series
TILOS Seminar: Neuromorphic LLMs
00:50:53
TILOS Seminar: Neuromorphic LLMs
352views
Foundations,
Machine Learning,
TILOS Seminar Series
123…5»
Page 1 of 5
NSF UC San Diego Halıcıoğlu School of Data Science and Computing Brown University MIT National University Penn Texas Yale
OUR SISTER NSF AI INSTITUTES

This project is supported by the U.S. National Science Foundation under awards 2112665 and 2622219. Any opinions, findings, conclusions, or recommendations expressed in this material are those of the authors and do not necessarily reflect the views of the U.S. National Science Foundation.

UC San Diego 9500 Gilman Dr. La Jolla, CA 92093 (858) 534-2230
Copyright © 2026 Regents of the University of California. All rights reserved.
Accessibility | Privacy Policy | Terms of Use | Feedback