Videos

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Accelerating Scientific Discovery through Interpretable Machine Learning and Intelligent Experimentation Thumbnail

Accelerating Scientific Discovery through Interpretable Machine Learning and Intelligent Experimentation

Presenter
  • Peter Frazier
October 16, 2019
IPAM
Model Interpretability for Building Confidence and Sparking Insight in Scientific Applications Thumbnail

Model Interpretability for Building Confidence and Sparking Insight in Scientific Applications

Presenter
  • Julia Ling
October 14, 2019
IPAM
Automatic Feature Extraction from Hyperspectral Imagery using Deep Recurrent Neural Networks Thumbnail

Automatic Feature Extraction from Hyperspectral Imagery using Deep Recurrent Neural Networks

Presenter
  • Joshua Agar
September 25, 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
Wasserstein Information Geometry for Learning from Data (Part 1/2) Thumbnail

Wasserstein Information Geometry for Learning from Data (Part 1/2)

Presenter
  • Guido Montufar
March 14, 2019
IPAM
Introductory Workshop: Derived Algebraic Geometry And Birational Geometry And Moduli Spaces - DAG III: examples Thumbnail

Introductory Workshop: Derived Algebraic Geometry And Birational Geometry And Moduli Spaces - DAG III: examples

Presenter
  • Benjamin Antieau
February 4, 2019
SLMath
Introductory Workshop: Derived Algebraic Geometry And Birational Geometry And Moduli Spaces - DAG II: moduli of objects in derived categories Thumbnail

Introductory Workshop: Derived Algebraic Geometry And Birational Geometry And Moduli Spaces - DAG II: moduli of objects in derived categories

Presenter
  • Benjamin Antieau
February 1, 2019
SLMath
Introductory Workshop: Derived Algebraic Geometry And Birational Geometry And Moduli Spaces - DAG I: the cotangent complex and derived de Rham cohomology Thumbnail

Introductory Workshop: Derived Algebraic Geometry And Birational Geometry And Moduli Spaces - DAG I: the cotangent complex and derived de Rham cohomology

Presenter
  • Benjamin Antieau
January 31, 2019
SLMath
Everything you wanted to know about machine learning but didn't know whom to ask Thumbnail

Everything you wanted to know about machine learning but didn't know whom to ask

Presenter
  • Sanjeev Arora
November 27, 2017
IAS
A practical guide to deep learning Thumbnail

A practical guide to deep learning

Presenter
  • Richard Zemel
November 21, 2017
IAS
Simultaneous exploring and learning PES Thumbnail

Simultaneous exploring and learning PES

Presenter
  • Alexander Shapeev
October 31, 2017
IPAM
Optimization Program: Workshop on the Interface of Statistics and Optimization (WISO); Jianqing Fan-WISO, Sparse Learning and Distributed PCA with Control of Statistical Errors and Computing Resources Thumbnail

Optimization Program: Workshop on the Interface of Statistics and Optimization (WISO); Jianqing Fan-WISO, Sparse Learning and Distributed PCA with Control of Statistical Errors and Computing Resources

February 9, 2017
SAMSI