Y. X. Rachel Wang
5 papers · 2018–2024 · 4 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(10)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Machine Learning
(5)
Optimization & Theory
(4)
Core Methods
(3)
Artificial Intelligence
(1)
Data Science & Analytics
(1)
Mathematics & Optimization
(1)
Applications
(1)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Learning Types
(1)
Mathematics
(1)
Keywords
community detection
(5)
stochastic block model
(4)
variational inference
(3)
mean field
(2)
bayesian inference
(2)
spectral clustering
(2)
social network
(1)
local optimum
(1)
graph eigenvector
(1)
model selection
(1)
mean field variational inference
(1)
graph clustering
(1)
cross validation
(1)
optimization landscape
(1)
coordinate ascent
(1)
hyperparameter tuning
(1)
Papers
Individual-centered Partial Information in Social Networks
JMLR 2024
When random initializations help: a study of variational inference for community detection
JMLR 2021
A Theoretical Case Study of Structured Variational Inference for Community Detection
AISTATS 2020
On hyperparameter tuning in general clustering problemsm
ICML 2020
Mean Field for the Stochastic Blockmodel: Optimization Landscape and Convergence Issues
NeurIPS 2018