← Authors

Wenzhuo Yang

8 papers · 2013–2023 · 4 conferences · across top CS/AI conferences

Achievements

🌈 Renaissance Researcher (5) πŸŒ‰ Interdisciplinary Bridge πŸƒ Academic Marathon (10) 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (10) πŸ—ΊοΈ Taxonomy Completionist (10) 🧭 Keyword Pioneer 🌍 Conference Polyglot (4) πŸ‘₯ Mega-Team (23) πŸ“ˆ Trend Setter πŸš€ Conference Pioneer

Conferences

ICML (5) CVPR (1) IJCAI (1) JMLR (1)

Top co-authors

Huan Xu (6) Devansh Arpit (1) K C Krithika (1) Tat-Seng Chua (1) Sukumar Maddineni (1) Aadyot Bhatnagar (1) Gerald Woo (1) Melvyn Sim (1) Chenghao Liu (1) Reza Shokri (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) time series forecasting (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) eigenvalue decomposition (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 Unified Framework for Outlier-Robust PCA-like Algorithms ICML 2015
Streaming Sparse Principal Component Analysis ICML 2015
A Divide and Conquer Framework for Distributed Graph Clustering ICML 2015
The Coherent Loss Function for Classification ICML 2014
A Unified Robust Regression Model for Lasso-like Algorithms ICML 2013