ENTITY
Mahalanobis Cosine Similarity
Mahalanobis Cosine Similarity
PulseAugur coverage of Mahalanobis Cosine Similarity — every cluster mentioning Mahalanobis Cosine Similarity across labs, papers, and developer communities, ranked by signal.
Total · 30d
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2 over 90d
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Papers · 30d
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TIER MIX · 90D
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RECENT · PAGE 1/1 · 2 TOTAL
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New theory links Mahalanobis Cosine Similarity to probe performance
Researchers have theoretically and empirically demonstrated that Mahalanobis Cosine Similarity (MCS) is a strong predictor of a linear probe's Out-of-Distribution AUROC. This relationship holds across various models, la…
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New paper proposes Mahalanobis cosine similarity for probe comparison
A new paper introduces the Mahalanobis cosine similarity (MCS) as a theoretically grounded method for comparing linear probes, which are commonly used in interpretability research. Unlike standard cosine similarity, MCS…