Videos

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Machine Learning: Dynamical, Economic and Stochastic Perspectives

Presenter
  • Michael Jordan
January 23, 2019
MBI
Deep Learning-Based Numerical Methods for High-Dimensional Stochastic Control Problems and Parabolic PDEs Thumbnail

Deep Learning-Based Numerical Methods for High-Dimensional Stochastic Control Problems and Parabolic PDEs

Presenter
  • Jiequn Han
May 9, 2018
IMA
Maximin-Projection Learning for Optimal Treatment Decision with Heterogeneous Data Thumbnail

Maximin-Projection Learning for Optimal Treatment Decision with Heterogeneous Data

Presenter
  • Wenbin Lu
September 15, 2017
IMA

Using Cover-Trees and Friends for Machine Learning with the CDER algorithm

Presenter
  • Abraham Smith
May 2, 2017
IMA
Predicting Properties and Electronic Structure of Inorganic Materials with Machine Learning Thumbnail

Predicting Properties and Electronic Structure of Inorganic Materials with Machine Learning

Presenter
  • Olexandr Isayev
November 15, 2016
IPAM
Using machine learning to map the structure and predict the properties of materials and molecules Thumbnail

Using machine learning to map the structure and predict the properties of materials and molecules

Presenter
  • Michele Ceriotti
September 27, 2016
IPAM
Polynomial-time tensor decompositions via sum-of-squares Thumbnail

Polynomial-time tensor decompositions via sum-of-squares

Presenter
  • Tengyu Ma
March 21, 2016
IAS
Machine learning, fibre bundles and biological morphology Thumbnail

Machine learning, fibre bundles and biological morphology

Presenter
  • Tingran Gao
February 11, 2016
IPAM
Machine learning, fibre bundles and biological morphology: Introduction Thumbnail

Machine learning, fibre bundles and biological morphology: Introduction

Presenter
  • Ingrid Daubechies
February 11, 2016
IPAM
Learning Acid/Base Strength Thumbnail

Learning Acid/Base Strength

Presenter
  • Paul Ayers
February 27, 2015
IPAM
Sparsity and rank: Applications to estimation, machine learning, and system identification. Thumbnail

Sparsity and rank: Applications to estimation, machine learning, and system identification.

Presenter
  • Ben Recht
May 31, 2014
IMA
Implicit Attitudes and Stereotypes matter in Math and Science Thumbnail

Implicit Attitudes and Stereotypes matter in Math and Science

Presenter
  • Fred Smyth
April 17, 2009
SLMath