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Hanyu Song

4 papers hereh-index 466 citations12 works total

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

author position
  • sole author1
  • first author3

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

fields
  • cs.LG1
  • math.DS1
  • stat.CO1
  • stat.ME1

identity via Semantic Scholar / OpenAlex

activity
20202023
most citedDistributed Bayesian clustering using finite mixture of mixtures

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

collaborators

4 papers

math.DS2023

A Survey of Mathematical Models on Somitogenesis

Hanyu Song

This paper presents a comprehensive survey of various established mathematical models pertaining to Somitogenesis, a biological process. The study begins by revisiting and replicat…

stat.ME2022

Curved factor analysis with the Ellipsoid-Gaussian distribution

Hanyu Song, David B. Dunson

There is a need for new models for characterizing dependence in multivariate data. The multivariate Gaussian distribution is routinely used, but cannot characterize nonlinear relat…

cs.LG2021

Deep Clustering based Fair Outlier Detection

Hanyu Song, Peizhao Li, Hongfu Liu

In this paper, we focus on the fairness issues regarding unsupervised outlier detection. Traditional algorithms, without a specific design for algorithmic fairness, could implicitl…

stat.CO2020★ 3 cited

Distributed Bayesian clustering using finite mixture of mixtures

Hanyu Song, Yingjian Wang, David B. Dunson

In many modern applications, there is interest in analyzing enormous data sets that cannot be easily moved across computers or loaded into memory on a single computer. In such sett…

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