Y. X. Rachel Wang
5 papers · 2018–2024 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Academic Marathon (6) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (10) π§ Keyword Pioneer
π£
Hot Topic Early Bird
π
Cross-Pollinator
(15)
Conferences
JMLR (2)
AISTATS (1)
ICML (1)
NIPS (1)
Top co-authors
Keywords
community detection
(5)
variational inference
(3)
stochastic blockmodel
(3)
mean field
(2)
bayesian inference
(2)
spectral clustering
(2)
stochastic block model
(1)
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
NIPS 2018