Videos

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Fundamentals of Artificial Intelligence and Machine Learning (Part 1/2) Thumbnail

Fundamentals of Artificial Intelligence and Machine Learning (Part 1/2)

Presenter
  • Frank Noe
September 15, 2020
IPAM
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