Videos

Start date cannot be after end date.
Mark Tuckerman - From A to B via a synthesis of rare-event sampling and machine learning Thumbnail

Mark Tuckerman - From A to B via a synthesis of rare-event sampling and machine learning

Presenter
  • Mark Tuckerman
January 24, 2023
IPAM

Particle-Based Stochastic Reaction-Diffusion Models: Mean field limits and fluctuation corrections.

Presenter
  • Konstantinos Spiliopoulos
May 10, 2024
ICERM
Attenuation of the curse of dimensionality in continuous-time nonlinear optimal feedback stabilization problems Thumbnail

Attenuation of the curse of dimensionality in continuous-time nonlinear optimal feedback stabilization problems

Presenter
  • Ivan Yegorov
April 2, 2020
IPAM
Shenglin Huang - Data-Driven Model Discovery for Non-equilibrium Processes - IPAM at UCLA Thumbnail

Shenglin Huang - Data-Driven Model Discovery for Non-equilibrium Processes - IPAM at UCLA

Presenter
  • Shenglin Huang
April 18, 2023
IPAM
Building Digital Twins of the Earth for NVIDIA’s Earth-2 Initiative Thumbnail

Building Digital Twins of the Earth for NVIDIA’s Earth-2 Initiative

Presenter
  • Karthik Kashinath
November 2, 2022
IMSI
Multiresolution Tensor Learning for Efficient and Interpretable Spatial Analysis Thumbnail

Multiresolution Tensor Learning for Efficient and Interpretable Spatial Analysis

Presenter
  • Rose Yu
May 19, 2021
IPAM
Fusion with Optimal Transport Thumbnail

Fusion with Optimal Transport

Presenter
  • Justin Solomon
May 7, 2020
SLMath
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
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
Safe and Efficient Exploration in Reinforcement Learning Thumbnail

Safe and Efficient Exploration in Reinforcement Learning

Presenter
  • Andreas Krause
February 26, 2020
IPAM