2 papers
cs.LG2025
Optimizing Decentralized Online Learning for Supervised Regression and Classification Problems
J. M. Diederik Kruijssen, Renata Valieva, Steven N. Longmore
Decentralized learning networks aim to synthesize a single network inference from a set of raw inferences provided by multiple participants. To determine the combined inference, th…
cs.MA2024
Merit-Based Sortition in Decentralized Systems
J. M. Diederik Kruijssen, Renata Valieva, Kenneth Peluso +2
In decentralized systems, it is often necessary to select an 'active' subset of participants from the total participant pool, with the goal of satisfying computational limitations…