Bowei Yan
6 papers · 2016–2018 · 3 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (17) π Interdisciplinary Bridge π Cross-Pollinator (15) π Conference Polyglot (3) π§ Keyword Pioneer
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Conferences
NIPS (3)
AISTATS (2)
ICML (1)
Top co-authors
Keywords
community detection
(2)
learning theory
(1)
semidefinite programming
(1)
probabilistic modeling
(1)
binary classification
(1)
variational inference
(1)
metric learning
(1)
convex optimization
(1)
bayesian inference
(1)
matrix factorization
(1)
cluster analysis
(1)
graph clustering
(1)
prototype learning
(1)
expectation maximization
(1)
unsupervised learning
(1)
outlier detection
(1)
nearest neighbor search
(1)
gradient descent
(1)
semi-definite programming
(1)
statistical learning
(1)
Papers
Mean Field for the Stochastic Blockmodel: Optimization Landscape and Convergence Issues
NIPS 2018
Provable Estimation of the Number of Blocks in Block Models
AISTATS 2018
Binary Classification with Karmic, Threshold-Quasi-Concave Metrics
ICML 2018
Convergence of Gradient EM on Multi-component Mixture of Gaussians
NIPS 2017
Fast Classification with Binary Prototypes
AISTATS 2017
On Robustness of Kernel Clustering
NIPS 2016