Videos

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Knot Theory and Machine Learning Thumbnail

Knot Theory and Machine Learning

Presenter
  • Andras Juhasz
March 28, 2022
IAS

GEOMETRIC AND TOPOLOGICAL APPROACHES TO REPRESENTATION LEARNING IN BIOMEDICAL DATA

Presenter
  • Smita Krishnaswamy
December 16, 2021
ICERM
Geometric and Topological Approaches to Representation Learning in Biomedical Data Thumbnail

Geometric and Topological Approaches to Representation Learning in Biomedical Data

Presenter
  • Smita Krishnaswamy
August 31, 2021
IMSI
Blending physics and machine learning to improve climate projections Thumbnail

Blending physics and machine learning to improve climate projections

Presenter
  • Laure Zanna
October 9, 2020
IMSI
Data Development and Deep Learning for HJB Equations Thumbnail

Data Development and Deep Learning for HJB Equations

Presenter
  • Wei Kang
April 2, 2020
IPAM
Safe and Efficient Exploration in Reinforcement Learning Thumbnail

Safe and Efficient Exploration in Reinforcement Learning

Presenter
  • Andreas Krause
February 26, 2020
IPAM
Quantum annealing and machine learning - new directions of quantum Thumbnail

Quantum annealing and machine learning - new directions of quantum

Presenter
  • Masayuki Ohzeki
November 19, 2019
IPAM
Machine learning for atomic and molecular simulations Thumbnail

Machine learning for atomic and molecular simulations

Presenter
  • Michele Ceriotti
November 18, 2019
IPAM
Learning dynamical laws from data in classical and quantum settings Thumbnail

Learning dynamical laws from data in classical and quantum settings

Presenter
  • Jens Eisert
October 29, 2019
IPAM
Machine-learning for materials and physics discovery through symbolic regression and kernel methods Thumbnail

Machine-learning for materials and physics discovery through symbolic regression and kernel methods

Presenter
  • Richard Hennig
September 26, 2019
IPAM
Intelligent learning: similarity control and knowledge transfer Thumbnail

Intelligent learning: similarity control and knowledge transfer

Presenter
  • Vladimir Vapnik
March 30, 2015
IAS

Building a Gaussian Process Statistical and Quantitative Learning Framework for Scientific Applications

Presenter
  • Xiaoye Li
September 13, 2025
ICERM