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08/22/2023
Data Assimilation for Sign-indefinite Priors: A generalization of Sinkhorn's algorithm
The purpose of this work is to develop a framework to calibrate signed d...
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07/15/2023
Negative probabilities in Gene Regulatory Networks
We introduce a natural framework to identify sign-indefinite co-expressi...
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07/11/2023
Control and estimation of multi-commodity network flow under aggregation
A paradigm put forth by E. Schrödinger in 1931/32, known as Schrödinger ...
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12/30/2022
Monge-Kantorovich Optimal Transport Through Constrictions and Flow-rate Constraints
We consider the problem to transport resources/mass while abiding by con...
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04/08/2021
The Challenge of Small Data: Dynamic Mode Decomposition, Redux
We revisit the setting and the assumptions that underlie the methodology...
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05/19/2020
Lasso formulation of the shortest path problem
The shortest path problem is formulated as an l_1-regularized regression...
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04/05/2020
Macroscopic network circulation for planar graphs
The analysis of networks, aimed at suitably defined functionality, often...
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08/26/2019
Stochastic dynamical modeling of turbulent flows
Advanced measurement techniques and high performance computing have made...
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04/14/2019
Probabilistic Kernel Support Vector Machines
We propose a probabilistic enhancement of standard kernel Support Vecto...
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07/04/2018
Proximal algorithms for large-scale statistical modeling and optimal sensor/actuator selection
Several problems in modeling and control of stochastically-driven dynami...
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06/26/2017