Videos

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Ewin Tang - On quantum linear algebra for machine learning Thumbnail

Ewin Tang - On quantum linear algebra for machine learning

Presenter
  • Ewin Tang
January 25, 2022
IPAM

Graph embeddings in symmetric spaces

Presenter
  • Anna Wienhard
June 14, 2021
ICERM
Ecole: A Gym-like Library for Machine Learning in Combinatorial Optimization Solvers Thumbnail

Ecole: A Gym-like Library for Machine Learning in Combinatorial Optimization Solvers

Presenter
  • Maxime Gasse
February 24, 2021
IPAM
Dataset Search and Augmentation Thumbnail

Dataset Search and Augmentation

Presenter
  • Juliana Freire
November 17, 2020
IPAM
Learning-Based Sketching Algorithms Thumbnail

Learning-Based Sketching Algorithms

Presenter
  • Piotr Indyk
August 25, 2020
IAS
Nonlinear Independent Component Analysis Thumbnail

Nonlinear Independent Component Analysis

Presenter
  • Aapo Hyvärinen
August 4, 2020
IAS
PCS workflow, interpretable machine learning, and DeepTune Thumbnail

PCS workflow, interpretable machine learning, and DeepTune

Presenter
  • Bin Yu
May 2, 2019
IPAM
A Study of Clustering Techniques and Hierarchical Matrix Formats for Kernel Ridge Regression Thumbnail

A Study of Clustering Techniques and Hierarchical Matrix Formats for Kernel Ridge Regression

Presenter
  • Xiaoye Li
September 26, 2018
IPAM
Statistical models and sheaves Thumbnail

Statistical models and sheaves

Presenter
  • Sayan Mukherjee
May 21, 2018
IMA
Some things you need to know about machine learning but didn't know whom to ask (the grad school version) Thumbnail

Some things you need to know about machine learning but didn't know whom to ask (the grad school version)

Presenter
  • Sanjeev Arora
February 5, 2018
IAS
Grain Boundary Physics, Machine Learning, and the "SOAP" Formalism Thumbnail

Grain Boundary Physics, Machine Learning, and the "SOAP" Formalism

Presenter
  • Gus Hart
November 16, 2016
IPAM
Optimizing Decomposable Submodular Functions Thumbnail

Optimizing Decomposable Submodular Functions

Presenter
  • Stefanie Jegelka
February 24, 2015
IMA