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researcher

Muzhou Hou

6 papers hereh-index 201.4k citations77 works total

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

author position
  • first author1
  • middle author3
  • last author2

Across the 6 of 6 papers where every author was matched, so the position is known.

fields
  • cs.LG4
  • cs.IR1
  • cs.NE1
same name
  • Muzhou Hou — 1 paper, h 6

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20132023
most citedA New Constructive Method to Optimize Neural Network Architecture and Generalization

2 citations · 2 across the 6 of their papers we have counts for

collaborators
Showing 2013Show all

1 paper · 1 filter

cs.NE2013★ 2 cited

A New Constructive Method to Optimize Neural Network Architecture and Generalization

Hou Muzhou, Moon Ho Lee

In this paper, after analyzing the reasons of poor generalization and overfitting in neural networks, we consider some noise data as a singular value of a continuous function - jum…

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