Jul 2026
Adaptive Bayesian Online Learning via Expert Aggregation
It is proved that the resulting aggregate competes with the best expert in hindsight at an aggregation cost determined by how each expert's per-round performance is evaluated, and shows that the aggregate tracks strong experts without oracle expert selection.
Jungbin Jun, Ilsang Ohn
· arXiv.org · 1 citation