Videos

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Towards a low-cost scalable data-driven modeling of coupled systems and non-stationary time series analysis Thumbnail

Towards a low-cost scalable data-driven modeling of coupled systems and non-stationary time series analysis

Presenter
  • Lukas Pospisil
November 1, 2019
IPAM
Discovering interpretable and generalizable dynamical systems from data Thumbnail

Discovering interpretable and generalizable dynamical systems from data

Presenter
  • Steve Brunton
October 29, 2019
IPAM
Tightening information-theoretic generalization bounds with data-dependent estimates with an application to SGLD Thumbnail

Tightening information-theoretic generalization bounds with data-dependent estimates with an application to SGLD

Presenter
  • Daniel Roy
October 15, 2019
IAS
Learning molecular model from simulation and experimental data Thumbnail

Learning molecular model from simulation and experimental data

Presenter
  • Cecilia Clementi
October 14, 2019
IPAM
Finding structure in high dimensional data, methods and fundamental limitations Thumbnail

Finding structure in high dimensional data, methods and fundamental limitations

Presenter
  • Boaz Nadler
October 14, 2019
IAS
Deep Learning: Triangle Machine Learning Day - What You Didn’t Learn About Machine Learning in School, Wayne Thompson Thumbnail

Deep Learning: Triangle Machine Learning Day - What You Didn’t Learn About Machine Learning in School, Wayne Thompson

September 20, 2019
SAMSI
Deep Learning: Triangle Machine Learning Day - Data-driven Decision Making in Healthcare Operations, Nilay Tanik Argon Thumbnail

Deep Learning: Triangle Machine Learning Day - Data-driven Decision Making in Healthcare Operations, Nilay Tanik Argon

September 20, 2019
SAMSI

Modeling Talk 1

Presenter
  • Veronica Ciocanel
August 7, 2019
ICERM

Supporting less-than queries on encrypted data using multi-server secret sharing and practical order-revealing encryption

Presenter
  • Nathan Chenette
June 12, 2019
ICERM
Statistical Relational Learning with Graph Neural Networks Thumbnail

Statistical Relational Learning with Graph Neural Networks

Presenter
  • Mathias Niepert
May 22, 2019
IPAM
Elastic Hyper-alignment of Functional Data - Shapes and Signals Thumbnail

Elastic Hyper-alignment of Functional Data - Shapes and Signals

Presenter
  • Shantanu Joshi
April 19, 2019
IPAM
Wasserstein Information Geometry for Learning from Data (Part 2/2) Thumbnail

Wasserstein Information Geometry for Learning from Data (Part 2/2)

Presenter
  • Guido Montufar
March 14, 2019
IPAM