238 citations · 387 across the 34 of their papers we have counts for
5 papers · 1 filter
Flat panel laser displays enabled by large-scale visible photonic integrated circuits
Zhujun Shi, Risheng Cheng, Guohua Wei +14
Laser-based displays are highly sought after for their superior brightness and color performance, especially in advanced applications like augmented reality (AR). However, their br…
Power minimization and resource allocation in HetNets with uncertain channel-gains
Gabriel O. Ferreira, Chiara Ravazzi, Fabrizio Dabbene +1
We propose an optimization problem to minimize the base stations transmission powers in OFDMA heterogeneous networks, while respecting users' individual throughput demands. The dec…
Aiding Global Convergence in Federated Learning via Local Perturbation and Mutual Similarity Information
Emanuel Buttaci, Giuseppe Carlo Calafiore
Federated learning has emerged in the last decade as a distributed optimization paradigm due to the rapidly increasing number of portable devices able to support the heavy computat…
Equilibrium Selection in Replicator Equations Using Adaptive-Gain Control
Lorenzo Zino, Mengbin Ye, Giuseppe Carlo Calafiore +1
In this paper, we deal with the equilibrium selection problem, which amounts to steering a population of individuals engaged in strategic game-theoretic interactions to a desired c…
A Joint Optimization Approach for Power-Efficient Heterogeneous OFDMA Radio Access Networks
Gabriel O. Ferreira, André F. Zanella, Stefanos Bakirtzis +6
Heterogeneous networks have emerged as a popular solution for accommodating the growing number of connected devices and increasing traffic demands in cellular networks. While offer…