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From Topology to Retrieval: Decoding Embedding Spaces with Unified Signatures

Topological and geometric embedding measures are redundant, so Unified Topological Signatures holistically characterize spaces to predict model properties and retrieval performance.

Florian Rottach, William Rudman, Bastian Rieck, Harrisen Scells and 1 more

Paris Poster Session 3, Thu, Dec 10, 12:30 PM–2:30 PM, Paris Poster Hall · Published 2026

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