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researcher

Guanhua Zheng

5 papers hereh-index 220 citations8 works total

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

author position
  • first author4
  • middle author1

Across the 5 of 5 papers where every author was matched, so the position is known.

fields
  • cs.LG4
  • cs.CV1

identity via Semantic Scholar / OpenAlex

activity
20172025
most citedUnderstanding Deep Learning Generalization by Maximum Entropy

5 citations · 5 across the 4 of their papers we have counts for

collaborators
Showing 2019Show all

1 paper · 1 filter

cs.LG2019

A Generalization Theory based on Independent and Task-Identically Distributed Assumption

Guanhua Zheng, Jitao Sang, Houqiang Li +2

Existing generalization theories analyze the generalization performance mainly based on the model complexity and training process. The ignorance of the task properties, which resul…

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