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Xueyuan Zhou

4 papers · 2009–2012 · 3 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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+1 more ↓ 🌍 Conference Polyglot Β· Bronze πŸŒ‰ Interdisciplinary Bridge Β· Silver πŸ—ΊοΈ Taxonomy Completionist (15) 🐣 Hot Topic Early Bird 🌱 Topic Pioneer
πŸ“ˆ Trend Setter

Venues

AISTATS (2) COLT (1) NeurIPS (1)

Top co-authors

Mikhail Belkin (2) Nathan Srebro (2) Qichao Que (1) Boaz Nadler (1) Yusu Wang (1)

Research topics

Machine Learning (4) Learning Types (4) Optimization & Theory (4) Mathematics & Optimization (3) Core Methods (2) Mathematics (2) Optimization (2) Artificial Intelligence (1) Computer Vision (1) Learning Paradigms (1) Processing (1)

Keywords

semi-supervised learning (3) spectral analysis (3) graph laplacian (3) manifold learning (2) spectral method (2) sample complexity (1) graph-based learning (1) reproducing kernel hilbert space (1) graph regularization (1) differential geometry (1) error bound (1) unlabeled data (1) graph laplacian regularization (1) iterated laplacian (1) green function (1) laplacian eigenmap (1) laplace-beltrami operator (1) kernel methods (1) higher order regularization (1) sobolev semi-norm (1)

Papers

Toward Understanding Complex Spaces: Graph Laplacians on Manifolds with Singularities and Boundaries COLT 2012 Error Analysis of Laplacian Eigenmaps for Semi-supervised Learning AISTATS 2011 Semi-supervised Learning by Higher Order Regularization AISTATS 2011 Statistical Analysis of Semi-Supervised Learning: The Limit of Infinite Unlabelled Data NeurIPS 2009