Videos

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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
Coarse graining autoencoders and evolutionary learning of atomistic potentials Thumbnail

Coarse graining autoencoders and evolutionary learning of atomistic potentials

Presenter
  • Rafael Gomez-Bombarelli
September 24, 2019
IPAM
Connection between Statistics and Machine Learning Thumbnail

Connection between Statistics and Machine Learning

Presenter
  • Frank Noe
September 10, 2019
IPAM
Deep Learning Opening Workshop: A Survey of Statistical Research in Neural Networks and Deep Learning, Xiaoming Huo Thumbnail

Deep Learning Opening Workshop: A Survey of Statistical Research in Neural Networks and Deep Learning, Xiaoming Huo

August 12, 2019
SAMSI
Deep Learning Opening Workshop: Horseshoe Regularization for Machine Learning in Complex and Deep Models, Anindya Bhadra Thumbnail

Deep Learning Opening Workshop: Horseshoe Regularization for Machine Learning in Complex and Deep Models, Anindya Bhadra

August 12, 2019
SAMSI
Probabilistic data fusion and physics-informed machine learning: A new paradigm for modeling and computation under uncertainty Thumbnail

Probabilistic data fusion and physics-informed machine learning: A new paradigm for modeling and computation under uncertainty

Presenter
  • Paris Perdikaris
September 28, 2018
IPAM
Sparse Modeling in Image Processing and Deep Learning Thumbnail

Sparse Modeling in Image Processing and Deep Learning

Presenter
  • Michael Elad
February 6, 2018
IPAM
High-throughput experimentation and machine learning for materials discovery Thumbnail

High-throughput experimentation and machine learning for materials discovery

Presenter
  • Ichiro Takeuchi
October 4, 2017
IPAM
When Attention Meets Big Data and Deep Learning Thumbnail

When Attention Meets Big Data and Deep Learning

Presenter
  • Catherine Zhao
February 3, 2017
IMA
Collective Variables in Quantum Mechanics and Machine Learning Thumbnail

Collective Variables in Quantum Mechanics and Machine Learning

Presenter
  • Alexandre Tkatchenko
November 14, 2016
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
Jochen Garcke - Introduction to Machine Learning for Science and Engineering - IPAM at UCLA Thumbnail

Jochen Garcke - Introduction to Machine Learning for Science and Engineering - IPAM at UCLA

Presenter
  • Jochen Garcke
March 12, 2026
IPAM