Videos

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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
Jan Janssen - pyiron – Rapid-prototyping and Up-scaling Workflows for the Exascale - IPAM At UCLA Thumbnail

Jan Janssen - pyiron – Rapid-prototyping and Up-scaling Workflows for the Exascale - IPAM At UCLA

Presenter
  • Jan Janssen
May 1, 2023
IPAM
Beyond Gradient Descent: Realizing the Power of Higher Order Solvers on Scalable Platforms Thumbnail

Beyond Gradient Descent: Realizing the Power of Higher Order Solvers on Scalable Platforms

Presenter
  • Ananth Grama
November 7, 2018
IPAM
Joshua Schrier - Creating Complex Scientific Workflows that Reach into the Real World - IPAM at UCLA Thumbnail

Joshua Schrier - Creating Complex Scientific Workflows that Reach into the Real World - IPAM at UCLA

Presenter
  • Joshua Schrier
May 2, 2023
IPAM
The Convergence of Big Data and Extreme Simulation Thumbnail

The Convergence of Big Data and Extreme Simulation

Presenter
  • David Keyes
September 24, 2018
IPAM