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kNN Classification
kNN Classification
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New divergence-based similarity function enhances multi-view contrastive learning
Researchers have developed a new divergence-based similarity function (DSF) for multi-view contrastive learning, aiming to better capture the joint structure across multiple augmented data views. Unlike previous methods…
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New Boltzmann Margin Improves kNN Classifier Convergence Rates
Researchers have introduced a new condition called Boltzmann margin for analyzing classifier convergence rates. This condition bridges the gap between existing Tsybakov and Massart margins, offering a more nuanced appro…