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start proposing changes for journal version of DSD

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Arthur Grisel-Davy 2024-01-09 11:17:45 -05:00
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.gitignore vendored
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# Exclude pdfs
*.pdf
# markdown files
*.md
# archives
*.zip

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DSD/journal/additions.md Normal file
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vim:ft=markdown
= Changes
== Multi-shot Classification
The system is designed to get the most out of one-shot training data. We explain in the discussion that there is a natural extension to multi-shot training data. However we don't provide much more explanation nor an evaluation of the performances.
-> Explain in details how the algorithm work with multiple training samples per class. Explain that this is a competitive system where samples of the same class compete against each other but play for the same team. There may be a change to make on the computation of the threshold that should only consider distances between different classes (min of distance between two samples of different classes, this has a specific name in hierarchical clustering design).
Provide an evaluation in the case where a pattern can have multiple modes.