Videos

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Deep Learning Opening Workshop: Statistical and Computational Guarantees of EM with Random Initialization, Harrison Zhou Thumbnail

Deep Learning Opening Workshop: Statistical and Computational Guarantees of EM with Random Initialization, Harrison Zhou

August 12, 2019
SAMSI
Hsin Yuan Huang (Robert) - Learning theory in the quantum universe - IPAM at UCLA Thumbnail

Hsin Yuan Huang (Robert) - Learning theory in the quantum universe - IPAM at UCLA

Presenter
  • Hsin-Yuan Huang
September 15, 2023
IPAM

Using Trained Machine Learning Predictors in Gurobi

Presenter
  • Tobias Achterberg
April 27, 2023
ICERM
On Computational Hardness with Graph Neural Networks Thumbnail

On Computational Hardness with Graph Neural Networks

Presenter
  • Joan Bruna
February 7, 2018
IPAM
Matus Telgarsky - A Perceptron Trio - IPAM at UCLA Thumbnail

Matus Telgarsky - A Perceptron Trio - IPAM at UCLA

Presenter
  • Matus Telgarsky
February 28, 2024
IPAM
Wasim Huleihel - Testing Dependency of Databases - IPAM at UCLA Thumbnail

Wasim Huleihel - Testing Dependency of Databases - IPAM at UCLA

Presenter
  • Wasim Huleihel
February 28, 2024
IPAM
Thien Le - On the hardness of learning under symmetries - IPAM at UCLA Thumbnail

Thien Le - On the hardness of learning under symmetries - IPAM at UCLA

Presenter
  • Thien Le
February 27, 2024
IPAM
When Attention Meets Big Data and Deep Learning Thumbnail

When Attention Meets Big Data and Deep Learning

Presenter
  • Catherine Zhao
February 3, 2017
IMA

Bridging Machine Learning and Mathematical Modeling to Decipher Tumor heterogeneity and Therapy Resistance

Presenter
  • Xiufen Zou
July 31, 2025
ICERM

Computational Mean-field Games: From Conventional Methods to Deep Generative Models

Presenter
  • Rongjie Lai
March 12, 2024
ICERM
Randomization, Neutrality, and Fairness: "Patience Ensures Fairness" Thumbnail

Randomization, Neutrality, and Fairness: "Patience Ensures Fairness"

Presenter
  • Florian Brandl
October 27, 2023
SLMath
Randomization, Neutrality, and Fairness: "Uncovering the Impact of Policy on Redistricting" Thumbnail

Randomization, Neutrality, and Fairness: "Uncovering the Impact of Policy on Redistricting"

October 26, 2023
SLMath