Videos

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Challenges in Machine Learning Systems Thumbnail

Challenges in Machine Learning Systems

Presenter
  • Rajat Monga
November 5, 2018
IPAM
Anirban Chaudhuri - Multifidelity surrogates and decision-making for digital twins - IPAM at UCLA Thumbnail

Anirban Chaudhuri - Multifidelity surrogates and decision-making for digital twins - IPAM at UCLA

Presenter
  • Anirban Chaudhuri
March 26, 2026
IPAM
Learning from Censored and Dependent Data Thumbnail

Learning from Censored and Dependent Data

Presenter
  • Constantinos Daskalakis
March 9, 2020
IAS
Lance Dixon - AI for Theory Data - IPAM at UCLA Thumbnail

Lance Dixon - AI for Theory Data - IPAM at UCLA

Presenter
  • Lance Dixon
March 4, 2026
IPAM
Amira Abbas - On quantum backpropagation and information reuse - IPAM at UCLA Thumbnail

Amira Abbas - On quantum backpropagation and information reuse - IPAM at UCLA

Presenter
  • Amira Abbas
October 20, 2023
IPAM

Qin Li - Stabilizing plasma instabilities cast as PDE-constrained optimization

April 15, 2026
IPAM
Jin Peng Liu - Provably Efficient Quantum Algorithms for Nonlinear Dynamics and Machine Learning Thumbnail

Jin Peng Liu - Provably Efficient Quantum Algorithms for Nonlinear Dynamics and Machine Learning

Presenter
  • Jin-Peng Liu
October 6, 2023
IPAM
Introductory Workshop: Algorithms, Fairness, and Equity: "Estimating and Controlling for Fairness via Sensitive Attribute Predictors" Thumbnail

Introductory Workshop: Algorithms, Fairness, and Equity: "Estimating and Controlling for Fairness via Sensitive Attribute Predictors"

Presenter
  • Jeremias Sulam
August 30, 2023
SLMath
Smoothed Analysis for Tensor Decompositions and Unsupervised Learning Thumbnail

Smoothed Analysis for Tensor Decompositions and Unsupervised Learning

Presenter
  • Aravindan Vijayaraghavan
May 6, 2021
IPAM
Efficient Parallel Surrogate Methods for Global Optimization of Computationally Expensive Multimodal Models Thumbnail

Efficient Parallel Surrogate Methods for Global Optimization of Computationally Expensive Multimodal Models

Presenter
  • Christine Shoemaker
October 31, 2017
IPAM
Kevin Kelly - Machine Learning Enhanced Compressive Hyperspectral Imaging - IPAM at UCLA Thumbnail

Kevin Kelly - Machine Learning Enhanced Compressive Hyperspectral Imaging - IPAM at UCLA

Presenter
  • Kevin Kelly
December 2, 2022
IPAM
Deep Learning of dynamical systems for mechanistic insight and prediction in psychiatry Thumbnail

Deep Learning of dynamical systems for mechanistic insight and prediction in psychiatry

Presenter
  • Daniel Durstewitz
February 18, 2020
IPAM