Videos

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Distributed Network Design in the Era of Deep Learning (Part 1) Thumbnail

Distributed Network Design in the Era of Deep Learning (Part 1)

Presenter
  • Mérouane Debbah
October 5, 2021
IMSI
Distributed Network Design in the Era of Deep Learning (Part 2) Thumbnail

Distributed Network Design in the Era of Deep Learning (Part 2)

Presenter
  • Mérouane Debbah
October 5, 2021
IMSI
On the convergence of gradient descent for wide two-layer neural networks (Part 1) Thumbnail

On the convergence of gradient descent for wide two-layer neural networks (Part 1)

Presenter
  • Francis Bach
October 4, 2021
IMSI
On the convergence of gradient descent for wide two-layer neural networks (Part 2) Thumbnail

On the convergence of gradient descent for wide two-layer neural networks (Part 2)

Presenter
  • Francis Bach
October 4, 2021
IMSI
Machine learning for actionable, interpretable marker selection in -omics studies Thumbnail

Machine learning for actionable, interpretable marker selection in -omics studies

Presenter
  • Bianca Dumitrascu
September 3, 2021
IMSI
Dimensionality reduction in the analysis of human genetics data Thumbnail

Dimensionality reduction in the analysis of human genetics data

Presenter
  • Petros Drineas
September 3, 2021
IMSI
Beyond matrices: higher-order tensor methods meet computational biology Thumbnail

Beyond matrices: higher-order tensor methods meet computational biology

Presenter
  • Miaoyan Wang
September 2, 2021
IMSI
Universal prediction of cell cycle position using transfer learning Thumbnail

Universal prediction of cell cycle position using transfer learning

Presenter
  • Kasper Hansen
September 2, 2021
IMSI
Theory and Practice for Large-scale Phylogeny Estimation Thumbnail

Theory and Practice for Large-scale Phylogeny Estimation

Presenter
  • Tandy Warnow
September 2, 2021
IMSI
Standardizing the spectra of count data matrices by diagonal scaling Thumbnail

Standardizing the spectra of count data matrices by diagonal scaling

Presenter
  • Boris Landa
September 1, 2021
IMSI
LDLE: Low Distortion Local Eigenmaps Thumbnail

LDLE: Low Distortion Local Eigenmaps

Presenter
  • Gal Mishne
September 1, 2021
IMSI
Spatial transcriptomics: Alignment, integration, and inference of genomic aberrations Thumbnail

Spatial transcriptomics: Alignment, integration, and inference of genomic aberrations

Presenter
  • Ben Raphael
September 1, 2021
IMSI