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07/12/2021
Statistical Modeling for Practical Pooled Testing During the COVID-19 Pandemic
Pooled testing offers an efficient solution to the unprecedented testing...
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04/11/2020
Modeling the Heterogeneity in COVID-19's Reproductive Number and its Impact on Predictive Scenarios
The current COVID-19 pandemic is leading experts to assess the risks pos...
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01/24/2020
Arcsine laws for random walks generated from random permutations with applications to genomics
A classical result for the simple symmetric random walk with 2n steps is...
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11/19/2019
Learning Weighted Submanifolds with Variational Autoencoders and Riemannian Variational Autoencoders
Manifold-valued data naturally arises in medical imaging. In cognitive n...
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11/19/2019
Estimation of Orientation and Camera Parameters from Cryo-Electron Microscopy Images with Variational Autoencoders and Generative Adversarial Networks
Cryo-electron microscopy (cryo-EM) is capable of producing reconstructed...
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11/13/2019
Constrained Bayesian ICA for Brain Connectome Inference
Brain connectomics is a developing field in neurosciences which strives ...
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11/08/2019
Convex Hierarchical Clustering for Graph-Structured Data
Convex clustering is a recent stable alternative to hierarchical cluster...
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03/19/2019
Uncertainty Quantification in Multivariate Mixed Models for Mass Cytometry Data
Mass cytometry technology enables the simultaneous measurement of over 4...
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01/22/2018
Tracking network dynamics: a survey of distances and similarity metrics
From longitudinal biomedical studies to social networks, graphs have eme...
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01/22/2018
Tracking Network Dynamics: a review of distances and similarity metrics
From longitudinal biomedical studies to social networks, graphs have eme...
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09/06/2016