output
20192026
most citedNeural Entity Linking: A Survey of Models Based on Deep Learning

144 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

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Showing 2019Show all

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cs.LG2019

Barcodes as Summary of Loss Function Topology

Serguei Barannikov, Alexander Korotin, Dmitry Oganesyan +2

We propose to study neural networks' loss surfaces by methods of topological data analysis. We suggest to apply barcodes of Morse complexes to explore topology of loss surfaces. An…