Videos

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Overview of Neural Networks and Deep Learning Thumbnail

Overview of Neural Networks and Deep Learning

Presenter
  • Michael Maire
March 13, 2024
IMSI
Plenary Talk: Mathematics in Data Science: Advancing Scientific Discovery Thumbnail

Plenary Talk: Mathematics in Data Science: Advancing Scientific Discovery

Presenter
  • Rebecca Willett
June 8, 2023
IMSI

The unknotting number and reinforcement learning

Presenter
  • András Juhász
May 22, 2023
ICERM
Leveraging Data Science and Machine Learning for Optimal Global Health Outcomes Thumbnail

Leveraging Data Science and Machine Learning for Optimal Global Health Outcomes

Presenter
  • Joan LaRovere
May 17, 2023
IMSI
Decision-Aware Learning for Global Health Supply Chains Thumbnail

Decision-Aware Learning for Global Health Supply Chains

Presenter
  • Hamsa Bastani
April 3, 2023
IMSI
Smoothed Analysis for Tensor Decompositions and Unsupervised Learning Thumbnail

Smoothed Analysis for Tensor Decompositions and Unsupervised Learning

Presenter
  • Aravindan Vijayaraghavan
May 6, 2021
IPAM

Reliability, Robustness and Minipatch Learning

Presenter
  • Genevera Allen
April 11, 2021
ICERM
Fundamentals of Artificial Intelligence and Machine Learning (Part 2/2) Thumbnail

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

Presenter
  • Frank Noe
September 17, 2020
IPAM
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