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Clint Scovel

5 papers · 2002–2011 · 2 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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+5 more ↓ πŸ—ΊοΈ Taxonomy Completionist (10) πŸƒ Academic Marathon Β· Sprint 🌍 Conference Polyglot Β· Bronze πŸŒ‰ Interdisciplinary Bridge Β· Bronze 🐣 Hot Topic Early Bird
🌱 Topic Pioneer 🌟 Keyword Trendsetter Combo (7) 🧭 Keyword Pioneer πŸ“ˆ Trend Setter πŸš€ Conference Pioneer

Venues

JMLR (4) NeurIPS (1)

Top co-authors

Don Hush (5) Ingo Steinwart (4) Adam Cannon (1) J. Mark Ettinger (1) Patrick Kelly (1)

Research topics

Machine Learning (5) Core Methods (4) Optimization & Theory (4) Computer Vision (1) Mathematics & Optimization (1) Analysis (1) Optimization (1)

Keywords

support vector machine (4) statistical learning theory (2) optimization algorithm (2) anomaly detection (1) oracle inequalities (1) regularized risk (1) pac learning (1) empirical risk minimization (1) vc dimension (1) risk minimization (1) oracle inequality (1) regularized risk minimization (1) kernel classification (1) quadratic programming (1) structural risk minimization (1) hypothesis class (1) learning rate (1) estimation error (1) dual problem (1) error bound (1)

Papers

Training SVMs Without Offset JMLR 2011 An Oracle Inequality for Clipped Regularized Risk Minimizers NeurIPS 2006 QP Algorithms with Guaranteed Accuracy and Run Time for Support Vector Machines JMLR 2006 A Classification Framework for Anomaly Detection JMLR 2005 Machine Learning with Data Dependent Hypothesis Classes JMLR 2002