Andrew Smith

5 papers · 2005–2008 · 4 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird 🧭 Keyword Pioneer 🚀 Conference Pioneer

📈 Trend Setter

Venues

ACL (2) CoNLL (1) IJCNLP (1) NeurIPS (1)

Top co-authors

Miles Osborne (4) Trevor Cohn (2) Hongyuan Zha (1) Xiao-ming Wu (1)

Research topics

Machine Learning (1) Mathematics & Optimization (1) Core Methods (1) Mathematics (1) Optimization & Theory (1)

Keywords

dimensionality reduction (1) manifold learning (1) subspace learning (1) convergence analysis (1) dimension reduction (1) local tangent space (1) perturbation analysis (1) ltsa (1) convergence rate (1) spectral method (1) ltsa algorithm (1) local tangent space alignment (1)

Papers

Convergence and Rate of Convergence of a Manifold-Based Dimension Reduction Algorithm NeurIPS 2008 Using Gazetteers in Discriminative Information Extraction CoNLL 2006 Logarithmic Opinion Pools for Conditional Random Fields ACL 2005 Regularisation Techniques for Conditional Random Fields: Parameterised Versus Parameter-Free IJCNLP 2005 Scaling Conditional Random Fields Using Error-Correcting Codes ACL 2005