Videos

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Wei Zhu - Structure-preserving machine learning and data-driven structure discovery - IPAM at UCLA Thumbnail

Wei Zhu - Structure-preserving machine learning and data-driven structure discovery - IPAM at UCLA

Presenter
  • Wei Zhu
July 18, 2025
IPAM
Leena Vankadara - Scaling Insights from Infinite-Width Theory for Next Gen Architecture & Learning Thumbnail

Leena Vankadara - Scaling Insights from Infinite-Width Theory for Next Gen Architecture & Learning

Presenter
  • Leena Vankadara
October 18, 2024
IPAM
Physics-Informed Machine Learning of the thermodynamics and kinetics of point defects in alloys Thumbnail

Physics-Informed Machine Learning of the thermodynamics and kinetics of point defects in alloys

Presenter
  • Anjana Talapatra
May 16, 2024
IMSI

FedCBO: Reaching Group Consensus in Clustered Federated Learning and Robustness to Backdoor Adversarial Attacks.

Presenter
  • Nicolas Garcia Trillos
May 10, 2024
ICERM
Designing protein models with machine learning and experimental data Thumbnail

Designing protein models with machine learning and experimental data

Presenter
  • Klara Bonneau
April 26, 2024
IMSI
Physical constraints in machine learning models of electronic and atomic interactions Thumbnail

Physical constraints in machine learning models of electronic and atomic interactions

Presenter
  • Boris Kozinsky
March 26, 2024
IMSI

Dynamics and symmetries in neural network learning

Presenter
  • Stefanie Jegelka
June 8, 2023
ICERM
Plenary Talk: Mathematics in Data Science: Advancing Scientific Discovery Thumbnail

Plenary Talk: Mathematics in Data Science: Advancing Scientific Discovery

Presenter
  • Rebecca Willett
June 8, 2023
IMSI

Local approximation of operators

Presenter
  • HRUSHIKESH MHASKAR
June 7, 2023
ICERM
Pascal Van Hentenryck - Fusing Machine Learning and Optimization - IPAM at UCLA Thumbnail

Pascal Van Hentenryck - Fusing Machine Learning and Optimization - IPAM at UCLA

Presenter
  • Pascal Van Hentenryck
March 1, 2023
IPAM
Rama Vasudevan - Advancing Microscopy with Machine Learning: Lessons from Scanning Probe Microscopy Thumbnail

Rama Vasudevan - Advancing Microscopy with Machine Learning: Lessons from Scanning Probe Microscopy

Presenter
  • Rama Vasudevan
November 29, 2022
IPAM
Michael Scherbela - High accuracy wavefunctions using deep-learning-based variational Monte Carlo Thumbnail

Michael Scherbela - High accuracy wavefunctions using deep-learning-based variational Monte Carlo

Presenter
  • Michael Scherbela
May 27, 2022
IPAM