Videos

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Maxim Ziatdinov - From Human-Centric to AI-Driven Experimentation Workflows for Materials Thumbnail

Maxim Ziatdinov - From Human-Centric to AI-Driven Experimentation Workflows for Materials

Presenter
  • Maxim Ziatdinov
May 2, 2023
IPAM
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

Kinetic Theory: Novel Statistical, Stochastic and Analytical Methods: Generative artificial intelligence methods for particle-based kinetic computations

Presenter
  • Diego Del-Castillo-Negrete
October 21, 2025
SLMath

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