Videos

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Paul Grigas - Offline and Online Learning for Contextual Stochastic Optimization - IPAM at UCLA Thumbnail

Paul Grigas - Offline and Online Learning for Contextual Stochastic Optimization - IPAM at UCLA

Presenter
  • Paul Grigas
March 3, 2023
IPAM
Haiwen Guan - LUCIE Lightweight Uncoupled Climate Emulator long-term stability, physical consistency Thumbnail

Haiwen Guan - LUCIE Lightweight Uncoupled Climate Emulator long-term stability, physical consistency

Presenter
  • Haiwen Guan
February 6, 2026
IPAM
Approximation and learning with tree tensor networks Thumbnail

Approximation and learning with tree tensor networks

Presenter
  • Anthony Nouy
March 30, 2021
IPAM
From classical statistics to modern machine learning Thumbnail

From classical statistics to modern machine learning

Presenter
  • Mikhail Belkin
May 23, 2019
IPAM
Towards Digital Twins for NVIDIA’s Earth-2 Initiative: Pushing the Limits of Deep Learning for Earth System Emulation Thumbnail

Towards Digital Twins for NVIDIA’s Earth-2 Initiative: Pushing the Limits of Deep Learning for Earth System Emulation

Presenter
  • Karthik Kashinath
April 1, 2023
IMSI

Importance Sampling for Nonlinear Models

Presenter
  • Fred Roosta
February 5, 2026
ICERM
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