ENTITY
Dionysis Arvanitakis
Dionysis Arvanitakis
PulseAugur coverage of Dionysis Arvanitakis — every cluster mentioning Dionysis Arvanitakis across labs, papers, and developer communities, ranked by signal.
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RECENT · PAGE 1/1 · 2 TOTAL
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New bounds established for contrastive learning VC dimension
Researchers have improved the understanding of the VC dimension for contrastive learning with a margin. A new paper proves that the VC dimension for contrastive learning with any margin $\alpha$ between 0 and 1 is $O(n/…
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New research proves embedding dimension mismatch causes accuracy collapse
Researchers have proven a fundamental information-theoretic limitation in embedding-based machine learning representations. Their findings demonstrate that if the embedding dimension is not chosen close to the true data…