Videos

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Smoothed Analysis for Tensor Decompositions and Unsupervised Learning Thumbnail

Smoothed Analysis for Tensor Decompositions and Unsupervised Learning

Presenter
  • Aravindan Vijayaraghavan
May 6, 2021
IPAM
Efficient Parallel Surrogate Methods for Global Optimization of Computationally Expensive Multimodal Models Thumbnail

Efficient Parallel Surrogate Methods for Global Optimization of Computationally Expensive Multimodal Models

Presenter
  • Christine Shoemaker
October 31, 2017
IPAM
Kevin Kelly - Machine Learning Enhanced Compressive Hyperspectral Imaging - IPAM at UCLA Thumbnail

Kevin Kelly - Machine Learning Enhanced Compressive Hyperspectral Imaging - IPAM at UCLA

Presenter
  • Kevin Kelly
December 2, 2022
IPAM
Deep Learning of dynamical systems for mechanistic insight and prediction in psychiatry Thumbnail

Deep Learning of dynamical systems for mechanistic insight and prediction in psychiatry

Presenter
  • Daniel Durstewitz
February 18, 2020
IPAM
Hidden Physics Models: Machine Learning of Non-Linear Partial Differential Equations Thumbnail

Hidden Physics Models: Machine Learning of Non-Linear Partial Differential Equations

Presenter
  • Maziar Raissi
October 29, 2019
IPAM

Lipschitz bounds for general convolutional neural networks

Presenter
  • Dongmian Zou
September 26, 2017
IMA
Active learning of Boltzmann samplers and potential energies with quantum mechanical accuracy Thumbnail

Active learning of Boltzmann samplers and potential energies with quantum mechanical accuracy

Presenter
  • Pilar Cossio
April 25, 2024
IMSI

Structured variability and its roles in neural computation: the hippocampus perspective

Presenter
  • Cristina Savin
October 30, 2023
ICERM
Juan Carrasquilla - Training Binary Neural Networks in Quantum Superposition - IPAM at UCLA Thumbnail

Juan Carrasquilla - Training Binary Neural Networks in Quantum Superposition - IPAM at UCLA

Presenter
  • Juan Carrasquilla
October 16, 2023
IPAM
Some Recent Developments in Large-Scale Convex Optimization Thumbnail

Some Recent Developments in Large-Scale Convex Optimization

Presenter
  • Niao He
February 24, 2015
IMA
Jacob Miller - Synergy Between Quantum Circuits and Tensor Networks - IPAM at UCLA Thumbnail

Jacob Miller - Synergy Between Quantum Circuits and Tensor Networks - IPAM at UCLA

Presenter
  • Jacob Miller
November 8, 2023
IPAM
ASTRO Fall Course: Jessi Cisewski- Approximate Bayesian Computation Thumbnail

ASTRO Fall Course: Jessi Cisewski- Approximate Bayesian Computation

October 26, 2016
SAMSI