Videos

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Distributed Private Machine Learning Thumbnail

Distributed Private Machine Learning

Presenter
  • Abhradeep Thakurta
January 10, 2018
IPAM
Optimization Methods for Machine Learning Thumbnail

Optimization Methods for Machine Learning

Presenter
  • Stephen Wright
October 6, 2017
IPAM
Human vs Machine: deciphering the structure of organic-inorganic interfaces Thumbnail

Human vs Machine: deciphering the structure of organic-inorganic interfaces

Presenter
  • Patrick Rinke
October 6, 2017
IPAM
A meta-machine-learning method for identifying effective descriptors of materials properties Thumbnail

A meta-machine-learning method for identifying effective descriptors of materials properties

Presenter
  • Luca Ghiringhelli
October 4, 2017
IPAM
Applications of machine learning to materials data Thumbnail

Applications of machine learning to materials data

Presenter
  • Atsuto Seko
October 4, 2017
IPAM
High-throughput experimentation and machine learning for materials discovery Thumbnail

High-throughput experimentation and machine learning for materials discovery

Presenter
  • Ichiro Takeuchi
October 4, 2017
IPAM

Bayesian Optimization for Automating Model Selection

Presenter
  • Roman Garnett
June 6, 2017
ICERM

The computations of acting agents, and the agents acting in computations - a tutorial on the inference view of numerical computation (Part II)

Presenter
  • Philipp Hennig
June 5, 2017
ICERM

The computations of acting agents, and the agents acting in computations - a tutorial on the inference view of numerical computation (Part I)

Presenter
  • Philipp Hennig
June 5, 2017
ICERM

Augmenting Human and Machine Intelligence with Data Visualization

Presenters
  • Fernanda Viégas
  • Martin Wattenberg
May 10, 2017
ICERM
Geometric and Machine Learning Methods for the Approximation of High-dimensional Dynamical Systems Thumbnail

Geometric and Machine Learning Methods for the Approximation of High-dimensional Dynamical Systems

Presenter
  • Mauro Maggioni
October 26, 2016
IPAM
Practical Tutorial on Machine Learning for Electronic Structure Calculations Thumbnail

Practical Tutorial on Machine Learning for Electronic Structure Calculations

Presenter
  • Matthias Rupp
September 16, 2016
IPAM