Videos

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Learning in Graph Neural Networks Thumbnail

Learning in Graph Neural Networks

Presenter
  • Stefanie Jegelka
April 15, 2021
IMSI
Towards Robust Artificial Intelligence Thumbnail

Towards Robust Artificial Intelligence

Presenter
  • Pushmeet Kohli
April 15, 2020
IAS
Learning Shape Templates using Structured Implicit Functions Thumbnail

Learning Shape Templates using Structured Implicit Functions

Presenter
  • Thomas Funkhouser
April 18, 2019
IPAM
Simultaneous exploring and learning PES Thumbnail

Simultaneous exploring and learning PES

Presenter
  • Alexander Shapeev
October 31, 2017
IPAM
Asynchronous Optimization in Networks: Novel Algorithms and Improved Performance Bounds Thumbnail

Asynchronous Optimization in Networks: Novel Algorithms and Improved Performance Bounds

Presenter
  • Mikael Johansson
October 21, 2015
IMA
Optimization Methods for Machine Learning Thumbnail

Optimization Methods for Machine Learning

Presenter
  • Stephen Wright
July 20, 2015
IPAM
Implicit and Explicit Regularization in Deep Neural Networks Thumbnail

Implicit and Explicit Regularization in Deep Neural Networks

Presenter
  • Babak Hassibi
May 18, 2021
IPAM
Challenges in Machine Learning Systems Thumbnail

Challenges in Machine Learning Systems

Presenter
  • Rajat Monga
November 5, 2018
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
Abhineet Agarwal - Understanding and overcoming the statistical limitations of decision trees Thumbnail

Abhineet Agarwal - Understanding and overcoming the statistical limitations of decision trees

Presenter
  • Abhineet Agarwal
February 27, 2024
IPAM
Ankur Moitra - Learning from Dynamics - IPAM at UCLA Thumbnail

Ankur Moitra - Learning from Dynamics - IPAM at UCLA

Presenter
  • Ankur Moitra
February 26, 2024
IPAM
Tias Guns - Prediction + Optimisation: without and with decision-focused learning - IPAM at UCLA Thumbnail

Tias Guns - Prediction + Optimisation: without and with decision-focused learning - IPAM at UCLA

Presenter
  • Tias Guns
March 2, 2023
IPAM