Videos

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Operator-Theoretic Learning and Control: A Paradigm Shift in Stochastic Systems Theory Thumbnail

Operator-Theoretic Learning and Control: A Paradigm Shift in Stochastic Systems Theory

Presenter
  • Boris Houska
October 31, 2025
IMSI
Safe and Efficient Exploration in Reinforcement Learning Thumbnail

Safe and Efficient Exploration in Reinforcement Learning

Presenter
  • Andreas Krause
February 26, 2020
IPAM
Daniel Schwen - MOOSE: Parallel sampling for rare event probabilities & inverse Bayesian inference Thumbnail

Daniel Schwen - MOOSE: Parallel sampling for rare event probabilities & inverse Bayesian inference

Presenter
  • Daniel Schwen
March 30, 2023
IPAM
Vasilis Kontonis - Smoothed Analysis for Learning Concepts with Low Intrinsic Dimension Thumbnail

Vasilis Kontonis - Smoothed Analysis for Learning Concepts with Low Intrinsic Dimension

Presenter
  • Vasilis Kontonis
February 27, 2024
IPAM
Ankur Moitra - Learning from Dynamics - IPAM at UCLA Thumbnail

Ankur Moitra - Learning from Dynamics - IPAM at UCLA

Presenter
  • Ankur Moitra
February 26, 2024
IPAM
Efficient Low-Dimensional Compression for Deep Overparameterized Learning and Fine-Tuning Thumbnail

Efficient Low-Dimensional Compression for Deep Overparameterized Learning and Fine-Tuning

Presenter
  • Laura Balzano
October 8, 2025
IMSI

Building a Gaussian Process Statistical and Quantitative Learning Framework for Scientific Applications

Presenter
  • Xiaoye Li
September 13, 2025
ICERM
Building GP Surrogate Model with High-Dimensional Input Thumbnail

Building GP Surrogate Model with High-Dimensional Input

Presenter
  • Lulu Kang
April 4, 2025
IMSI
David Bortz - Weak form SciML for Learning Models on Different Scales - IPAM at UCLA Thumbnail

David Bortz - Weak form SciML for Learning Models on Different Scales - IPAM at UCLA

Presenter
  • David Bortz
October 7, 2025
IPAM

Transfer learning in deep operator networks

Presenter
  • Somdatta Goswami
June 7, 2023
ICERM
Jun Cheng - AI acceleration of AIMD simulation of electrochemical interfaces - IPAM at UCLA Thumbnail

Jun Cheng - AI acceleration of AIMD simulation of electrochemical interfaces - IPAM at UCLA

Presenter
  • Jun Cheng
October 27, 2025
IPAM
Juan Carlos Martinez Mori - Modeling Neighborhood Change - IPAM at UCLA Thumbnail

Juan Carlos Martinez Mori - Modeling Neighborhood Change - IPAM at UCLA

Presenter
  • Juan Martinez Mori
January 24, 2024
IPAM