Fall
Kernelized matrix factorization and incremental update
Author: Mohamed Hichem Hadhri, Supervisor: Othmane Safsafi
Dynamic Neural Recommender System
Author: Alexander Glavackij, Supervisor: Othmane Safsafi
Decentralized Representative Neighbourhood Construction for Machine Learning
Author: Maina Orchampt-Mareschal, Supervisor: Erick Lavoie
Loss-based D-Cliques Optimization
Author: Karim Hadidane, Supervisor: Erick Lavoie
Exploration of D-Cliques Variations and Edge Cases for Decentralized Federated Learning
Author: Raphäel Attias, Supervisor: Erick Lavoie
Smallworld V2: Adding Apple Connectivity and Evaluating Recommender Application
Author: André Ramon Zarza Tapia, Supervisor: Erick Lavoie
Gradient Guessing in Federated Learning
Author: Mohamed Yassine Boukhari, Supervisors: Rafael Pires, Akash Dhasade
Scalability of Federated Learning
Author: Peng Ren, Supervisors: Rafael Pires, Akash Dhasade
On Device Federated Learning Performance
Author: Kang Fu, Supervisors: Rafael Pires, Akash Dhasade
Distributing kNN Graph Construction: Analyzing the Cluster and Conquer Algorithm and Its Performance
Author: Pauline Conti, Supervisor: Rafael Pires
Summer
D-Cliques Construction (Summer@EPFL)
Interns: Paulette Vasquez, Alexandra Senderovich (equal contributions) Supervisor: Erick Lavoie
Additional application: Dat Store
Interns: Guilhem Niot, Paulette Vazquez Supervisor: Erick Lavoie
Spring
The cost of sharing in decentralized recommender systems
Author: Nevena Dresevic Supervisor: Rafael Pires
Design and implementation of a decentralized car sharing matching algorithm
Author: Jeremy Dezalos Supervisor: Rafael Pires
Design and development of a car sharing application through a publish subscribe middleware
Author: Ana Moreno Martínez Supervisor: Rafael Pires
To share or not to share? What is the cost of privacy?
Author: Youssef El Ouazzani Supervisor: Rafael Pires
Gossiping with Raspberry Pis Locally
Author: Romain Kuenzi Supervisor: Erick Lavoie
with minor revisions and new appendix by interns: Guilhem Niot, Paulette Vazquez
Report, Report Sources, Source Code