Videos

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Challenges in Machine Learning Systems Thumbnail

Challenges in Machine Learning Systems

Presenter
  • Rajat Monga
November 5, 2018
IPAM
High-Performance Communication for Machine Learning Thumbnail

High-Performance Communication for Machine Learning

Presenter
  • Torsten Hoefler
November 5, 2018
IPAM
Computational challenges in applied cryptanalysis Thumbnail

Computational challenges in applied cryptanalysis

Presenter
  • Nadia Heninger
November 5, 2018
IPAM
Enabling Reproducibility in Computational and Data-enabled Science Thumbnail

Enabling Reproducibility in Computational and Data-enabled Science

Presenter
  • Victoria Stodden
October 19, 2018
IPAM
Efficient Adaptive Hybrid Kinetic Simulation: Computing the Signal in the Noise Thumbnail

Efficient Adaptive Hybrid Kinetic Simulation: Computing the Signal in the Noise

Presenter
  • Robert Martin
October 19, 2018
IPAM
When More Data Do Not Provide A Better Description Thumbnail

When More Data Do Not Provide A Better Description

Presenter
  • Matthias Scheffler
October 19, 2018
IPAM
How FAIR are data repositories in materials science? Thumbnail

How FAIR are data repositories in materials science?

Presenter
  • Claudia Draxl
October 19, 2018
IPAM
Communication-Avoiding Algorithms for Linear Algebra, Machine Learning, and Beyond Thumbnail

Communication-Avoiding Algorithms for Linear Algebra, Machine Learning, and Beyond

Presenter
  • James Demmel
October 18, 2018
IPAM
Scalable algorithms for optimal experimental design for large-scale Bayesian inverse problems governed by complex models Thumbnail

Scalable algorithms for optimal experimental design for large-scale Bayesian inverse problems governed by complex models

Presenter
  • Omar Ghattas
October 18, 2018
IPAM
Scalable kernel methods Thumbnail

Scalable kernel methods

Presenter
  • George Biros
October 18, 2018
IPAM
Sparsity-enforced regularizations for optimal learning of high-dimensional systems from random data Thumbnail

Sparsity-enforced regularizations for optimal learning of high-dimensional systems from random data

Presenter
  • Clayton Webster
October 17, 2018
IPAM
Learning Sparse High-Dimensional Governing Equations from Limited Data Thumbnail

Learning Sparse High-Dimensional Governing Equations from Limited Data

Presenter
  • Rachel Ward
October 17, 2018
IPAM