Entropy-regularized optimal transport over networks with incomplete marginals information
AM Pathan, M Pavon - arXiv preprint arXiv:2404.00348, 2024 - arxiv.org
We study in this paper optimal mass transport over a strongly connected, directed graph on
a given discrete time interval. Differently from previous literature, we do not assume full …
a given discrete time interval. Differently from previous literature, we do not assume full …
Control and estimation of multi-commodity network flow under aggregation
A paradigm put forth by E. Schr\" odinger in 1931/32, known as Schr\" odinger bridges,
represents a formalism to pose and solve control and estimation problems seeking a …
represents a formalism to pose and solve control and estimation problems seeking a …
In-processing and post-processing strategies for balancing accuracy and sustainability in product recommendations
Many e-commerce websites use product recommendation systems. With the growing
awareness of the environmental impact of our consumption, these recommender systems …
awareness of the environmental impact of our consumption, these recommender systems …
A Simple Extension of the Bag-of-Paths Model Weighting Path Lengths by a Poisson Distribution
S Courtain, M Saerens - Complex Networks & Their Applications X …, 2022 - Springer
This work extends the bag-of-paths model [14] by introducing a weighting of the length of the
paths in the network, provided by a Poisson probability distribution. The main advantage of …
paths in the network, provided by a Poisson probability distribution. The main advantage of …
Controllability of consensus heterogeneous multi-agent networks over continuous time scale
The research, presented in this paper, concernes the controllability of a multi-agent network
with a directed, unweighted, cooperative, and time-invariant communication topology. The …
with a directed, unweighted, cooperative, and time-invariant communication topology. The …