62 citations · 76 across the 13 of their papers we have counts for
4 papers · 1 filter
Performance-Complexity Tradeoffs in Greedy Weak Submodular Maximization with Random Sampling
Abolfazl Hashemi, Haris Vikalo, Gustavo de Veciana
Many problems in signal processing and machine learning can be formalized as weak submodular optimization tasks. For such problems, a simple greedy algorithm (\textsc{Greedy}) is g…
Modeling and Optimization of Human-machine Interaction Processes via the Maximum Entropy Principle
Jiaxiao Zheng, Gustavo de Veciana
We propose a data-driven framework to enable the modeling and optimization of human-machine interaction processes, e.g., systems aimed at assisting humans in decision-making or lea…
Modeling and Analysis of Data Harvesting Architecture based on Unmanned Aerial Vehicles
Chang-sik Choi, Francois Baccelli, Gustavo de Veciana
This paper explores an emerging wireless Internet-of-things (IoT) architecture based on unmanned aerial vehicles (UAVs). We consider a network where a fleet of UAVs at a fixed alti…
Elastic Multi-resource Network Slicing: Can Protection Lead to Improved Performance?
Jiaxiao Zheng, Gustavo de Veciana
In order to meet the performance/privacy requirements of future data-intensive mobile applications, e.g., self-driving cars, mobile data analytics, and AR/VR, service providers are…