International Journal Open Access

AutoResearch Lite: a reproducible paper-inspired experiment runner (Adam mechanism reproduction and convergence-speed comparison)

Authors

Antoni Rogowski, Anna Sztyber

Journal

DROPS (Schloss Dagstuhl – Leibniz Center for Informatics)

Year Published

2026

Publisher

Schloss Dagstuhl – Leibniz Center for Informatics

Citations

48910 citations

Type

Article

Language

EN

Topics & Concepts

Regret (0.61) Computer science (0.56) Mathematical optimization (0.55) Diagonal (0.51) Stochastic optimization (0.51)

Abstract

AutoResearch Lite: a reproducible paper-inspired experiment runner (Adam mechanism reproduction and convergence-speed comparison) - Full text available via OpenAlex

Author Details

Antoni Rogowski

ORCID

Anna Sztyber

ORCID

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