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07/01/2023
Causal Functional Connectivity in Alzheimer's Disease Computed from Time Series fMRI data
Functional Connectivity between brain regions is known to be altered in ...
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04/02/2023
Tensor Recovery in High-Dimensional Ising Models
The k-tensor Ising model is an exponential family on a p-dimensional bin...
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10/14/2022
Consistent Causal Inference from Time Series with PC Algorithm and its Time-Aware Extension
The estimator of a causal directed acyclic graph (DAG) with the PC algor...
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04/11/2022
Statistical Perspective on Functional and Causal Neural Connectomics: The Time-Aware PC Algorithm
The representation of the flow of information between neurons in the bra...
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11/03/2021
Statistical Perspective on Functional and Causal Neural Connectomics: A Comparative Study
Representation of brain network interactions is fundamental to the trans...
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11/26/2019
Enabling real-time multi-messenger astrophysics discoveries with deep learning
Multi-messenger astrophysics is a fast-growing, interdisciplinary field ...
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03/29/2019
RAPID: Early Classification of Explosive Transients using Deep Learning
We present RAPID (Real-time Automated Photometric IDentification), a nov...
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02/01/2019
Deep Learning for Multi-Messenger Astrophysics: A Gateway for Discovery in the Big Data Era
This report provides an overview of recent work that harnesses the Big D...
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06/06/2018
On high-dimensional modifications of some graph-based two-sample tests
Testing for the equality of two high-dimensional distributions is a chal...
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12/12/2012