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researcher

G. Deng

4 papers hereh-index 583 citations10 works total

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

author position
  • first author3

Across the 3 of 4 papers where every author was matched, so the position is known.

fields
  • stat.ML2
  • stat.AP1
  • stat.ME1
same name
  • G. Deng — 23 papers, h 20
  • G. Deng — 21 papers, h 15
  • G. Deng — 8 papers, h 8
  • G. Deng — 5 papers, h 20
  • G. Deng — 1 paper, h 1
  • G. Deng — 1 paper, h 2

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
20202022
most citedIB-GAN: A Unified Approach for Multivariate Time Series Classification under Class Imbalance

2 citations · 3 across the 4 of their papers we have counts for

collaborators
Showing 2021 · stat.MLShow all

1 paper · 2 filters

stat.ML2021★ 2 cited

IB-GAN: A Unified Approach for Multivariate Time Series Classification under Class Imbalance

Grace Deng, Cuize Han, Tommaso Dreossi +2

Classification of large multivariate time series with strong class imbalance is an important task in real-world applications. Standard methods of class weights, oversampling, or pa…

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