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07/28/2023
Optimal multi-environment causal regularization
In this manuscript we derive the optimal out-of-sample causal predictor ...
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04/04/2023
Random graphical model of microbiome interactions in related environments
The microbiome constitutes a complex microbial ecology of interacting co...
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03/29/2023
Fast inference of latent space dynamics in huge relational event networks
Relational events are a type of social interactions, that sometimes are ...
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05/03/2022
Causal Regularization: On the trade-off between in-sample risk and out-of-sample risk guarantees
In recent decades, a number of ways of dealing with causality in practic...
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01/19/2022
Generative Models for Periodicity Detection in Noisy Signals
We introduce a new periodicity detection algorithm for binary time serie...
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06/01/2018
Model-based clustering for populations of networks
We propose a model-based clustering method for populations of networks t...
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11/14/2013
Reproducing kernel Hilbert space based estimation of systems of ordinary differential equations
Non-linear systems of differential equations have attracted the interest...
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08/15/2013