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researcher

Jan Melchior

4 papers hereh-index 8190 citations17 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author4

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • cs.NE2
  • cs.LG1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20132019
most citedGaussian-binary Restricted Boltzmann Machines on Modeling Natural Image Statistics

56 citations · 61 across the 4 of their papers we have counts for

collaborators
Showing 2013 · stat.MLShow all

1 paper · 2 filters

stat.ML2013★ 3 cited

How to Center Binary Deep Boltzmann Machines

Jan Melchior, Asja Fischer, Laurenz Wiskott

This work analyzes centered binary Restricted Boltzmann Machines (RBMs) and binary Deep Boltzmann Machines (DBMs), where centering is done by subtracting offset values from visible…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.