1 citations · 1 across the 5 of their papers we have counts for
5 papers
On the Capacity of the Quantum Switch with and without Entanglement Decoherence
Víctor Valls, Panagiotis Promponas, Leandros Tassiulas
This paper studies the capacity of the quantum switch for two decoherence models: when link-level entanglements last (i) for a time slot, or (ii) until they are used to serve a req…
A Brief Introduction to Quantum Network Control
Víctor Valls, Panagiotis Promponas, Leandros Tassiulas
Quantum networking is an emerging area with the potential to transform information processing and communications. In this paper, we present a brief introduction to quantum network…
Information Flow in Graph Neural Networks: A Clinical Triage Use Case
Víctor Valls, Mykhaylo Zayats, Alessandra Pascale
Graph Neural Networks (GNNs) have gained popularity in healthcare and other domains due to their ability to process multi-modal and multi-relational graphs. However, efficient trai…
Full Exploitation of Limited Memory in Quantum Entanglement Switching
Panagiotis Promponas, Víctor Valls, Leandros Tassiulas
We study the problem of operating a quantum switch with memory constraints. In particular, the switch has to allocate quantum memories to clients to generate link-level entanglemen…
Accelerated Convex Optimization with Stochastic Gradients: Generalizing the Strong-Growth Condition
Víctor Valls, Shiqiang Wang, Yuang Jiang +1
This paper presents a sufficient condition for stochastic gradients not to slow down the convergence of Nesterov's accelerated gradient method. The new condition has the strong-gro…