Videos

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Machine learning the Born-Oppenheimer potential energy surface: from materials to molecules Thumbnail

Machine learning the Born-Oppenheimer potential energy surface: from materials to molecules

Presenter
  • Gabor Csanyi
February 23, 2015
IPAM
Machine Learning Representation for Materials Thumbnail

Machine Learning Representation for Materials

Presenter
  • Klaus-Robert Müller
February 23, 2015
IPAM
Machine Learning Models for Feature Selection and Classification of Traffic Anomalies Thumbnail

Machine Learning Models for Feature Selection and Classification of Traffic Anomalies

Presenter
  • Ljiljana Trajkovic
September 5, 2012
IMA
How to learn from a single network: Relational learning for social network domains Thumbnail

How to learn from a single network: Relational learning for social network domains

Presenter
  • Jennifer Neville
March 28, 2012
IMA
Tutorial - Algorithms for Sparse Optimization and Machine Learning Thumbnail

Tutorial - Algorithms for Sparse Optimization and Machine Learning

Presenter
  • Stephen Wright
March 27, 2012
IMA
Recent Developments in Learning Convex Sets Thumbnail

Recent Developments in Learning Convex Sets

Presenter
  • Adam Klivans
December 6, 2011
SLMath
Scalable Machine Learning for Predicting the Electronic Structure of Matter Thumbnail

Scalable Machine Learning for Predicting the Electronic Structure of Matter

Presenter
  • Attila Cangi
March 25, 2024
IMSI

When big networks are not enough: physics, multifidelity and kernels

Presenter
  • Panos Stinis
March 24, 2024
ICERM
Does Machine Learning Improve Operational Efficiency? Evidence from the Design of an Emergency Department Vertical Processing Unit Thumbnail

Does Machine Learning Improve Operational Efficiency? Evidence from the Design of an Emergency Department Vertical Processing Unit

Presenter
  • Agni Orfanoudaki
April 6, 2023
IMSI
Utilizing Machine Learning to Solve Stackelberg Mean Field Game Thumbnail

Utilizing Machine Learning to Solve Stackelberg Mean Field Game

Presenter
  • Gökçe Dayanikli
February 22, 2023
IMSI
Multi-group learning via Outcome Indistinguishability Thumbnail

Multi-group learning via Outcome Indistinguishability

Presenter
  • Gal Yona
March 14, 2022
IAS
Equivariant machine learning, structure like classical physics Thumbnail

Equivariant machine learning, structure like classical physics

Presenter
  • Soledad Villar
March 4, 2022
IMSI