106 citations · 588 across the 25 of their papers we have counts for
5 papers · 1 filter
A Snapshot of the Frontiers of Client Selection in Federated Learning
Gergely Dániel Németh, Miguel Ángel Lozano, Novi Quadrianto +1
Federated learning (FL) has been proposed as a privacy-preserving approach in distributed machine learning. A federated learning architecture consists of a central server and a num…
BIASeD: Bringing Irrationality into Automated System Design
Aditya Gulati, Miguel Angel Lozano, Bruno Lepri +1
Human perception, memory and decision-making are impacted by tens of cognitive biases and heuristics that influence our actions and decisions. Despite the pervasiveness of such bia…
Racial Bias in the Beautyverse
Piera Riccio, Nuria Oliver
This short paper proposes a preliminary and yet insightful investigation of racial biases in beauty filters techniques currently used on social media. The obtained results are a ca…
OpenFilter: A Framework to Democratize Research Access to Social Media AR Filters
Piera Riccio, Bill Psomas, Francesco Galati +3
Augmented Reality or AR filters on selfies have become very popular on social media platforms for a variety of applications, including marketing, entertainment and aesthetics. Give…
DiffWire: Inductive Graph Rewiring via the Lovász Bound
Adrian Arnaiz-Rodriguez, Ahmed Begga, Francisco Escolano +1
Graph Neural Networks (GNNs) have been shown to achieve competitive results to tackle graph-related tasks, such as node and graph classification, link prediction and node and graph…