Videos

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Maxim Ziatdinov - Bits and Atoms: Exploring the Intersection of Machine Learning and Microscopy Thumbnail

Maxim Ziatdinov - Bits and Atoms: Exploring the Intersection of Machine Learning and Microscopy

Presenter
  • Maxim Ziatdinov
January 27, 2023
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
Mahdi Soltanolkotabi - Machine Learning and Computational Imaging Thumbnail

Mahdi Soltanolkotabi - Machine Learning and Computational Imaging

Presenter
  • Mahdi Soltanolkotabi
September 13, 2022
IPAM
Fei Fang - Machine Learning and Game Theory for Social Impact Thumbnail

Fei Fang - Machine Learning and Game Theory for Social Impact

Presenter
  • Fei Fang
February 19, 2022
IPAM
Supervised Learning and Canonical Decomposition of Multivariate Functions (Joint work with Nikos Kargas) Thumbnail

Supervised Learning and Canonical Decomposition of Multivariate Functions (Joint work with Nikos Kargas)

Presenter
  • Nikos Sidiropoulos
May 5, 2021
IPAM
Information-directed Exploration in Bandits and Reinforcement Learning Thumbnail

Information-directed Exploration in Bandits and Reinforcement Learning

Presenter
  • Andreas Krause
April 16, 2021
IMSI
Tensor Networks for Machine Learning and Applications Thumbnail

Tensor Networks for Machine Learning and Applications

Presenter
  • Miles Stoudenmire
March 31, 2021
IPAM

EMRI Waveform acceleration with machine learning and GPUs (Black Hole Perturbation Toolkit)

Presenter
  • Michael Katz
November 18, 2020
ICERM
Meta-Learning: Why It’s Hard and What We Can Do Thumbnail

Meta-Learning: Why It’s Hard and What We Can Do

Presenter
  • Ke Li
April 9, 2020
IAS
Optimization in Machine Learning and Data Analysis Thumbnail

Optimization in Machine Learning and Data Analysis

Presenter
  • Stephen Wright
August 5, 2016
IMA
Efficient Low-Dimensional Compression for Deep Overparameterized Learning and Fine-Tuning Thumbnail

Efficient Low-Dimensional Compression for Deep Overparameterized Learning and Fine-Tuning

Presenter
  • Laura Balzano
October 8, 2025
IMSI

FedCBO: Reaching Group Consensus in Clustered Federated Learning and Robustness to Backdoor Adversarial Attacks.

Presenter
  • Nicolas Garcia Trillos
May 10, 2024
ICERM