Zum Inhalt springen

Als App nutzen

So geht's
CityInEurope

LernenWissenschaft & TechnikAb 16 JahrenDrinnenVorbei

Finance and Stochastics-Seminar – Tom Hadfield

Finance and Stochastics Seminar – Tom Hadfield

Dienstag, 20. Oktober 2026 · 14:00140, Huxley Building, South Kensington CampusGratis

Wissenschaftliches Seminar über intrinsische Dimensionsmaße neuronaler Netzwerke, für Erwachsene.

Worum es geht

Wird ins Deutsche übersetzt…

Speaker: Tom Hadfield Title: Patnaik-Pearson intrinsic dimension for internal representations of neural networks Abstract: We define a new measure of intrinsic dimension of a data manifold, which we call the Patnaik-Pearson dimension, and apply this to internal representations of neural networks, in particular transformers. The inspiration for this comes from the HTSR and SETOL work of Martin, Mahoney and Hinrichs, combined with the TwoNN intrinsic dimension estimator of Facco et al. We prove various properties of this intrinsic dimension estimator. Treating weight matrices of neural networks…