Videos

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Scaling statistical models to millions of human genomes Thumbnail

Scaling statistical models to millions of human genomes

Presenter
  • Sriram Sankararaman
August 31, 2021
IMSI
Geometric and Topological Approaches to Representation Learning in Biomedical Data Thumbnail

Geometric and Topological Approaches to Representation Learning in Biomedical Data

Presenter
  • Smita Krishnaswamy
August 31, 2021
IMSI
Bulk Eigenvalue Matching Analysis: A new method to estimating K in a spiked covariance matrix Thumbnail

Bulk Eigenvalue Matching Analysis: A new method to estimating K in a spiked covariance matrix

Presenter
  • Tracy Ke
August 31, 2021
IMSI
Model-Based Trajectory Inference for Single-Cell RNA Sequencing Using Deep Learning with a Mixture Prior Thumbnail

Model-Based Trajectory Inference for Single-Cell RNA Sequencing Using Deep Learning with a Mixture Prior

Presenter
  • Jingshu Wang
August 31, 2021
IMSI
MREC: a fast and versatile framework for aligning and matching point clouds with applications to single cell molecular data Thumbnail

MREC: a fast and versatile framework for aligning and matching point clouds with applications to single cell molecular data

Presenter
  • Soledad Villar
August 30, 2021
IMSI
Empirical Bayes PCA in high dimensions Thumbnail

Empirical Bayes PCA in high dimensions

Presenter
  • Zhou Fan
August 30, 2021
IMSI

Distribution Regression for Sequential Data

Presenter
  • Maud Lemercier
July 7, 2021
ICERM

Infancy Longitudinal Structural MRI Data Analysis with Path Signature Features for the Cognitive Scores Prediction

Presenter
  • Xin (Cindy) Zhang
July 6, 2021
ICERM
Persistent homology in one or more parameters Thumbnail

Persistent homology in one or more parameters

Presenter
  • Ezra Miller
May 11, 2021
SLMath
What modeling data-rich systems taught me about validating epidemiological models Thumbnail

What modeling data-rich systems taught me about validating epidemiological models

Presenter
  • Stephen Eubank
May 10, 2021
IMSI
Geometrical and topological data analyses reveal that higher-order structures provide flow channels for neuronal avalanches Thumbnail

Geometrical and topological data analyses reveal that higher-order structures provide flow channels for neuronal avalanches

Presenter
  • Dane Taylor
May 5, 2021
SLMath
Learning from data under information constraints: Fundamental limits and applications Thumbnail

Learning from data under information constraints: Fundamental limits and applications

Presenter
  • Jayadev Acharya
April 14, 2021
IMSI