Wenzhuo Yang
8 papers · 2013–2023 · 4 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Academic Marathon Β· Half π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (27)
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Mega-Team Β· Squad
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Conference Pioneer
Top co-authors
Research topics
Machine Learning
(8)
Core Methods
(7)
Optimization & Theory
(5)
Learning Types Β· Machine Learning
(3)
Data Science & Analytics
(2)
Deep Learning
(2)
Mathematics & Optimization
(2)
Optimization
(2)
Artificial Intelligence
(1)
Application Areas
(1)
Applications
(1)
Core AI
(1)
Learning Types Β· Deep Learning
(1)
Mathematics
(1)
Methods
(1)
Keywords
sparse principal component analysis
(2)
online learning
(2)
robust regression
(1)
sparse learning
(1)
binary classification
(1)
spectral clustering
(1)
convex optimization
(1)
outlier detection
(1)
eigenvalue decomposition
(1)
graph clustering
(1)
weakly supervised learning
(1)
community detection
(1)
distributed computing
(1)
group lasso
(1)
high-dimensional statistics
(1)
anomaly detection
(1)
statistical consistency
(1)
nonparametric model
(1)
dimensionality reduction
(1)
matrix decomposition
(1)
Papers
Merlion: End-to-End Machine Learning for Time Series
JMLR 2023
A Non-Parametric Generative Model for Human Trajectories
IJCAI 2018
Online Collaborative Learning for Open-Vocabulary Visual Classifiers
CVPR 2016
A Divide and Conquer Framework for Distributed Graph Clustering
ICML 2015
A Unified Framework for Outlier-Robust PCA-like Algorithms
ICML 2015
Streaming Sparse Principal Component Analysis
ICML 2015
The Coherent Loss Function for Classification
ICML 2014
A Unified Robust Regression Model for Lasso-like Algorithms
ICML 2013