pith. sign in

Title resolution pending

ISBN 978-94-017-2219-3 · DOI 10.1007/978-94-017-2219-3_3

1 Pith paper cite this work. Polarity classification is still indexing.

1 Pith paper citing it
open at publisher browse 1 citing papers

Title metadata for this work has not finished resolving. The hub is built from the citation graph; the title resolver retries DOI and OpenAlex on its next pass.

fields

cs.LG 1

years

2026 1

verdicts

UNVERDICTED 1

representative citing papers

q0: Primitives for Hyper-Epoch Pretraining

cs.LG · 2026-06-02 · unverdicted · novelty 5.0

q0 turns multi-epoch budgets into diverse model populations using three primitives that outperform single-model training and strong ensembles with fewer epochs on a 1.8B model.

citing papers explorer

Showing 1 of 1 citing paper.

  • q0: Primitives for Hyper-Epoch Pretraining cs.LG · 2026-06-02 · unverdicted · none · ref 17

    q0 turns multi-epoch budgets into diverse model populations using three primitives that outperform single-model training and strong ensembles with fewer epochs on a 1.8B model.