Videos

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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
A Kernel-Based Approach for Modelling Gaussian Processes with Functional Information Thumbnail

A Kernel-Based Approach for Modelling Gaussian Processes with Functional Information

Presenter
  • Andrew Brown
May 22, 2025
IMSI
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
Mary Scott - Supervised and Unsupervised approaches for Electron Microscopy Data Analysis Thumbnail

Mary Scott - Supervised and Unsupervised approaches for Electron Microscopy Data Analysis

Presenter
  • Mary Scott
December 1, 2022
IPAM
Paul Hand - Signal Recovery with Generative Priors - IPAM at UCLA Thumbnail

Paul Hand - Signal Recovery with Generative Priors - IPAM at UCLA

Presenter
  • Paul Hand
November 29, 2022
IPAM
Tristan Bepler - Detection of objects in cryo-electron micrographs using geometric deep learning Thumbnail

Tristan Bepler - Detection of objects in cryo-electron micrographs using geometric deep learning

Presenter
  • Tristan Bepler
November 16, 2022
IPAM
Yimo Han - Assisting 4D-STEM data processing by machine learning and Bayesian optimization Thumbnail

Yimo Han - Assisting 4D-STEM data processing by machine learning and Bayesian optimization

Presenter
  • Yimo Han
October 28, 2022
IPAM
Private AI: Machine Learning on Encrypted Data Thumbnail

Private AI: Machine Learning on Encrypted Data

Presenter
  • Kristin Lauter
October 7, 2020
IMSI