Videos

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Introduction to Machine Learning Thumbnail

Introduction to Machine Learning

Presenter
  • Felix Brockherde
September 13, 2013
IPAM
Tutorial - Algorithms for Sparse Optimization and Machine Learning Thumbnail

Tutorial - Algorithms for Sparse Optimization and Machine Learning

Presenter
  • Stephen Wright
March 27, 2012
IMA
Nonstandard minimax rates in nonparametric latent variable models and representation learning Thumbnail

Nonstandard minimax rates in nonparametric latent variable models and representation learning

Presenter
  • Bryon Aragam
December 11, 2023
IMSI
Hamsa Bastani - Decision-Aware Learning for Global Health Supply Chains - IPAM at UCLA Thumbnail

Hamsa Bastani - Decision-Aware Learning for Global Health Supply Chains - IPAM at UCLA

Presenter
  • Hamsa Bastani
March 1, 2023
IPAM
Multi-scale modeling of materials revisited: Accelerated computing and machine learning Thumbnail

Multi-scale modeling of materials revisited: Accelerated computing and machine learning

Presenter
  • Kaushik Bhattacharya
February 15, 2021
IMSI
Algorithm and Hardness for Kernel Matrices in Numerical Linear Algebra and Machine Learning Thumbnail

Algorithm and Hardness for Kernel Matrices in Numerical Linear Algebra and Machine Learning

Presenter
  • Zhao Song
February 4, 2020
IAS

New Progress on Stochastic Variance-Reduced Methods in Machine Learning: Adaptive Restart and Distributed Optimization

Presenter
  • Qihang Lin
December 12, 2017
IMA
High-throughput Data and New representations for Models and Machine Learning Thumbnail

High-throughput Data and New representations for Models and Machine Learning

Presenter
  • Gus Hart
February 24, 2015
IPAM
Data-efficient kernel methods for learning differential equations and their solution operators Thumbnail

Data-efficient kernel methods for learning differential equations and their solution operators

Presenter
  • Bamdad Hosseini
October 8, 2025
IMSI

Recent developments in nonlinear random matrices

Presenter
  • Yizhe Zhu
May 22, 2024
ICERM
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
Unpacking the ingredients of atomic representations: machine learning force fields and beyond Thumbnail

Unpacking the ingredients of atomic representations: machine learning force fields and beyond

Presenter
  • Jigyasa Nigam
April 9, 2024
IMSI