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09/13/2023
The effect of data augmentation and 3D-CNN depth on Alzheimer's Disease detection
Machine Learning (ML) has emerged as a promising approach in healthcare,...
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research
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04/01/2022
Physics Informed Shallow Machine Learning for Wind Speed Prediction
The ability to predict wind is crucial for both energy production and we...
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02/12/2018
Latent variable time-varying network inference
In many applications of finance, biology and sociology, complex systems ...
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09/03/2012
Proximal methods for the latent group lasso penalty
We consider a regularized least squares problem, with regularization by ...
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08/13/2012
Nonparametric sparsity and regularization
In this work we are interested in the problems of supervised learning an...
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11/16/2010
