3 citations · 3 across the 3 of their papers we have counts for
3 papers
Centroid Approximation for Byzantine-Tolerant Federated Learning
Mélanie Cambus, Darya Melnyk, Tijana Milentijević +1
Federated learning allows each client to keep its data locally when training machine learning models in a distributed setting. Significant recent research established the requireme…
SpiderDAN: Matching Augmentation in Demand-Aware Networks
Aleksander Figiel, Darya Melnyk, André Nichterlein +2
Graph augmentation is a fundamental and well-studied problem that arises in network optimization. We consider a new variant of this model motivated by reconfigurable communication…
DecentPeeR: A Self-Incentivised & Inclusive Decentralized Peer Review System
Johannes Gruendler, Darya Melnyk, Arash Pourdamghani +1
Peer review, as a widely used practice to ensure the quality and integrity of publications, lacks a well-defined and common mechanism to self-incentivize virtuous behavior across a…