Results 11 to 20 of about 1,202,805 (347)
Reproducibility in Learning [PDF]
arXiv, 2022 We introduce the notion of a reproducible algorithm in the context of learning. A reproducible learning algorithm is resilient to variations in its samples -- with high probability, it returns the exact same output when run on two samples from the same underlying distribution.
Impagliazzo, Russell +3 more
arxiv +3 more sources
The Fundamental Principles of Reproducibility [PDF]
Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences, 2020 Reproducibility is a confused terminology. In this paper, I take a fundamental view on reproducibility rooted in the scientific method. The scientific method is analysed and characterised in order to develop the terminology required to define reproducibility.
arxiv +6 more sources
Reproducible Econometric Simulations [PDF]
Journal of Econometric Methods, 2013 Reproducibility of economic research has attracted considerable attention in recent years. So far, the discussion has focused on reproducibility of empirical analyses.
Achim Zeileis, Christian Kleiber
core +13 more sources
Challenges with Reproducibility [PDF]
Proceedings of the Reproducibility Workshop, 2017 ISBN:978-1-4503-5060 ...
Bajpai, Vaibhav +5 more
openaire +4 more sources
Reproducibility in Management Science [PDF]
Management Science, 2023 With the help of more than 700 reviewers we assess the reproducibility of nearly 500 articles published in the journal Management Science before and after the introduction of a new Data and Code Disclosure policy in 2019. When considering only articles for which data accessibility and hard- and software requirements were not an obstacle for reviewers ...
Fišar, Miloš +10 more
openaire +11 more sources
Nature Chemistry, 2014 Science advances on a foundation of trusted discoveries. Reproducing an experiment is one important approach that scientists use to gain confidence in their conclusions. Recently, the scientific community was shaken by reports that a troubling proportion of peer-reviewed preclinical studies are not reproducible.
openaire +4 more sources
Science, 2015 The reproducibility problem in science is a familiar issue, not only within the scientific community, but with the general public as well. Recent developments in social psychology (such as fraudulent research by D. Stapel) and cell biology (the Amgen Inc.
uploaded via Dissemin, Stuart Buck
openaire +2 more sources
Credibility and Reproducibility [PDF]
Chemistry & Biology, 2014 Credibility is everything for science, and it is built over time in both obvious and subtle ways. It is how we interact with colleagues and collaborators. It is how generously and openly we share reagents and how we mentor students and postdocs. It is how we review each other’s papers, and it is how we credit others’ work.
openaire +16 more sources
A platform for reproducibility
Journal for Reproducibility in Neuroscience, 2020 This is an open editorial about the issues on reproducibility and the current publication system that led us to launch the Journal for Reproduciblity in Neuroscience.
Casarotto, Plinio Cabrera +1 more
openaire +3 more sources