2 papers
cs.LG2025
Context-Aware Inference via Performance Forecasting in Decentralized Learning Networks
Joel Pfeffer, J. M. Diederik Kruijssen, Clément Gossart +4
In decentralized learning networks, predictions from many participants are combined to generate a network inference. While many studies have demonstrated performance benefits of co…
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…