3 papers
cs.MA2026
XAI-Guided Conservative Decentralized Execution for Offline Multi-Agent Network Slicing
Eslam Eldeeb, Hatim Chergui, Merouane Debbah
The recent advances toward sixth-generation (6G) and beyond-6G networks have accelerated the need for intelligent resource management mechanisms capable of supporting heterogeneous…
cs.DS2026
Online Steiner Forest with Recourse
Yaowei Long, Sepideh Mahabadi, Sherry Sarkar +1
In the online Steiner forest problem we are given a graph , and a sequence of terminal pairs which arrive in an online fashion. We are asked to maintain a low-cost s…
cs.LG2025
Fairness in Streaming Submodular Maximization over a Matroid Constraint
Marwa El Halabi, Federico Fusco, Ashkan Norouzi-Fard +2
Streaming submodular maximization is a natural model for the task of selecting a representative subset from a large-scale dataset. If datapoints have sensitive attributes such as g…