Reproducible Pattern Recognition Research: The Case of Optimistic SSL

December 27, 2016 ยท Declared Dead ยท ๐Ÿ› RRPR@ICPR

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Authors Jesse H. Krijthe, Marco Loog arXiv ID 1612.08650 Category stat.ML: Machine Learning (Stat) Cross-listed cs.LG Citations 1 Venue RRPR@ICPR Last Checked 5 months ago
Abstract
In this paper, we discuss the approaches we took and trade-offs involved in making a paper on a conceptual topic in pattern recognition research fully reproducible. We discuss our definition of reproducibility, the tools used, how the analysis was set up, show some examples of alternative analyses the code enables and discuss our views on reproducibility.
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