Videos

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Priya Donti - Optimization-in-the-loop AI for energy and climate - IPAM at UCLA Thumbnail

Priya Donti - Optimization-in-the-loop AI for energy and climate - IPAM at UCLA

Presenter
  • Priya Donti
February 28, 2023
IPAM
Mathematical foundations for human-level intelligence (Part 1): Cooperative communication as belief transport Thumbnail

Mathematical foundations for human-level intelligence (Part 1): Cooperative communication as belief transport

Presenter
  • Patrick Shafto
November 22, 2021
IAS
Computational Infrastructure Requirements for Deep Learning Thumbnail

Computational Infrastructure Requirements for Deep Learning

Presenter
  • Yann LeCun
November 7, 2018
IPAM
Ray: A System for Distributed AI Thumbnail

Ray: A System for Distributed AI

Presenter
  • Ion Stoica
September 27, 2018
IPAM

Using Acceleration as a Service: Rethinking HPC Infrastrucutre in the AI Era

Presenter
  • Thomas Schulthess
September 13, 2025
ICERM
OptimAI: Optimization from Natural Language Using LLM-Powered AI Agents Thumbnail

OptimAI: Optimization from Natural Language Using LLM-Powered AI Agents

Presenter
  • Haizhao Yang
June 10, 2025
IMSI

Preparing for the next stage in autoformalization

Presenter
  • Jason Rute
April 25, 2025
ICERM
Elvis Dohmatob - The Mathematics of Scaling Laws and Model Collapse in AI - IPAM at UCLA Thumbnail

Elvis Dohmatob - The Mathematics of Scaling Laws and Model Collapse in AI - IPAM at UCLA

Presenter
  • Elvis Dohmatob
October 14, 2024
IPAM
Exploring Compositional and Configurational Chemical Space with Explainable AI Thumbnail

Exploring Compositional and Configurational Chemical Space with Explainable AI

Presenter
  • Alexandre Tkatchenko
March 29, 2024
IMSI
Introductory Workshop: Algorithms, Fairness, and Equity: "Epistemic Uncertainty, the AI Problem Understanding Gap and the Necessity of Structured Societal Context Knowledge for Safe, Robust AI" Thumbnail

Introductory Workshop: Algorithms, Fairness, and Equity: "Epistemic Uncertainty, the AI Problem Understanding Gap and the Necessity of Structured Societal Context Knowledge for Safe, Robust AI"

Presenter
  • Donald Martin
August 30, 2023
SLMath
Anders Nikklasson - Quantum-Mechanical Molecular Dynamics for Distributed Computing and AI-hardware Thumbnail

Anders Nikklasson - Quantum-Mechanical Molecular Dynamics for Distributed Computing and AI-hardware

Presenter
  • Anders Nikklasson
March 27, 2023
IPAM
Payel Das - Design and Evaluation of Foundation Models and Generative AI in Molecular Space Thumbnail

Payel Das - Design and Evaluation of Foundation Models and Generative AI in Molecular Space

Presenter
  • Payel Das
January 23, 2023
IPAM