Videos

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Learning of neural networks w/ quantum computers & learning of quantum states with graphical models Thumbnail

Learning of neural networks w/ quantum computers & learning of quantum states with graphical models

October 16, 2023
IPAM
Sanjoy Dasgupta - Neural machines: From fruit flies to embedded devices - IPAM at UCLA Thumbnail

Sanjoy Dasgupta - Neural machines: From fruit flies to embedded devices - IPAM at UCLA

Presenter
  • Sanjoy Dasgupta
November 4, 2024
IPAM

Mathematics and Machine Learning in Cybersecurity

Presenter
  • Brian Witten
October 22, 2014
ICERM
From Cyborg-Insect to Human Motion: Topological Data Analysis Applied to Time Series Thumbnail

From Cyborg-Insect to Human Motion: Topological Data Analysis Applied to Time Series

Presenter
  • Edgar Lobaton
March 9, 2018
IPAM
Stefan Chmiela - Machine learning basics: A speedrun Thumbnail

Stefan Chmiela - Machine learning basics: A speedrun

Presenter
  • Stefan Chmiela
March 10, 2022
IPAM
Workshop: Mathematics and Computer Science of Market and Mechanism Design: "Modeling Human Strategic Behavior from a Machine Learning Perspective" Thumbnail

Workshop: Mathematics and Computer Science of Market and Mechanism Design: "Modeling Human Strategic Behavior from a Machine Learning Perspective"

Presenter
  • Kevin Leyton-Brown
September 14, 2023
SLMath
Jason Rute - Deep learning in interactive theorem proving - IPAM at UCLA Thumbnail

Jason Rute - Deep learning in interactive theorem proving - IPAM at UCLA

Presenter
  • Jason Rute
February 16, 2023
IPAM

Metric Repair

Presenter
  • Anna Gilbert
December 16, 2021
ICERM
Is non-convex optimization really hard? A couple of recent stories Thumbnail

Is non-convex optimization really hard? A couple of recent stories

Presenter
  • Emmanuel Candès
September 26, 2018
IPAM
Misha Belkin - The elusive generalization and easy optimization, Pt. 1 of 2 - IPAM at UCLA Thumbnail

Misha Belkin - The elusive generalization and easy optimization, Pt. 1 of 2 - IPAM at UCLA

Presenter
  • Misha Belkin
September 12, 2024
IPAM
Misha Belkin - The elusive generalization and easy optimization, Pt. 2 of 2 - IPAM at UCLA Thumbnail

Misha Belkin - The elusive generalization and easy optimization, Pt. 2 of 2 - IPAM at UCLA

Presenter
  • Misha Belkin
September 12, 2024
IPAM

Analysis of singular subspaces under random perturbations

Presenter
  • Ke Wang
May 20, 2024
ICERM