Videos

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Learning Diagonal Gaussian Mixture Models and Incomplete Tensor Decompositions Thumbnail

Learning Diagonal Gaussian Mixture Models and Incomplete Tensor Decompositions

Presenter
  • Jiawang Nie
May 6, 2021
IPAM
Metric and manifold repair for missing data Thumbnail

Metric and manifold repair for missing data

Presenter
  • Anna Gilbert
September 11, 2020
IAS
Learning molecular model from simulation and experimental data Thumbnail

Learning molecular model from simulation and experimental data

Presenter
  • Cecilia Clementi
October 14, 2019
IPAM
SAMSI Snapshots: 2019 Deep Learning Opening Workshop Thumbnail

SAMSI Snapshots: 2019 Deep Learning Opening Workshop

September 11, 2019
SAMSI
Learning interactions from microscopic observables Thumbnail

Learning interactions from microscopic observables

Presenter
  • Albert Bartók-Pártay
November 1, 2017
IPAM

Ideal Lattices and Ring-LWE: Overview and Open Problems

Presenter
  • Chris Peikert
April 23, 2015
ICERM
Efficiently Learning Mixtures of Gaussians Thumbnail

Efficiently Learning Mixtures of Gaussians

Presenter
  • Ankur Moitra
January 18, 2011
IAS

How Much Is a Dataset Worth? Scaling Laws, the Vendi Score, and Matrix Spectral Functions

Presenter
  • Jeffrey Bilmes
July 1, 2026
ICERM

Discrete Optimization and Classification Trees

Presenter
  • Illya Hicks
June 29, 2026
ICERM
Operator Learning for History-Dependent and Multiscale Problems Thumbnail

Operator Learning for History-Dependent and Multiscale Problems

Presenter
  • Margaret Trautner
October 8, 2025
IMSI

Machine Learning & HPC Enabled Prediction in Tokamaks

Presenter
  • William Tang
September 13, 2025
ICERM
Architectural Nuances and Benchmark Gaps in Scientific ML: Two Vignettes Thumbnail

Architectural Nuances and Benchmark Gaps in Scientific ML: Two Vignettes

Presenter
  • Andrej Risteski
June 11, 2025
IMSI