Videos

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Deep Gaussian Process Surrogates for Computer Experiments Thumbnail

Deep Gaussian Process Surrogates for Computer Experiments

Presenter
  • Robert Gramacy
August 31, 2022
IMSI
Wasserstein Distributionally Robust Optimization: Theory and Applications in Machine Learning Thumbnail

Wasserstein Distributionally Robust Optimization: Theory and Applications in Machine Learning

Presenter
  • Daniel Kuhn
February 26, 2020
IPAM
Generative and variational modeling for quantum many-body physics Thumbnail

Generative and variational modeling for quantum many-body physics

Presenter
  • Giuseppe Carleo
September 27, 2019
IPAM
Learning from Conjugated Polymers: Statistical Data Mining from 50 Million and Counting Thumbnail

Learning from Conjugated Polymers: Statistical Data Mining from 50 Million and Counting

Presenter
  • Geoffrey Hutchison
December 6, 2016
IPAM
Learning with Few Labeled Data Thumbnail

Learning with Few Labeled Data

Presenter
  • Pratik Chaudhari
May 7, 2020
SLMath
Learning with few labeled data Thumbnail

Learning with few labeled data

Presenter
  • Pratik Chaudhari
April 23, 2020
IPAM
Simultaneous exploring and learning PES Thumbnail

Simultaneous exploring and learning PES

Presenter
  • Alexander Shapeev
October 31, 2017
IPAM
Extracting insight from large networks: small-scale structures, large-scale structures, and their implications for machine learning and data analysis Thumbnail

Extracting insight from large networks: small-scale structures, large-scale structures, and their implications for machine learning and data analysis

Presenter
  • Michael Mahoney
October 25, 2011
IMA
Extracting insight from large networks: small-scale structures, large-scale structures, and their implications for machine learning and data analysis Thumbnail

Extracting insight from large networks: small-scale structures, large-scale structures, and their implications for machine learning and data analysis

Presenter
  • Michael Mahoney
October 25, 2011
IMA

Accelerated First-Order Optimization under Nonlinear Constraints

Presenter
  • Michael Muehlebach
July 25, 2023
ICERM
Modeling Molecular Kinetics with Koopman Operators and Kernel-based Learning Thumbnail

Modeling Molecular Kinetics with Koopman Operators and Kernel-based Learning

Presenter
  • Feliks N\u00fcske
May 13, 2024
IMSI
Hospital Admission Control and Patient Flow to Efficiently Improve Patient Experience and Outcomes Thumbnail

Hospital Admission Control and Patient Flow to Efficiently Improve Patient Experience and Outcomes

Presenter
  • Mark Oyen
May 17, 2023
IMSI