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S. S. Keerthi

3 papers · 2006–2006 · 1 venue · 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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+3 more ↓ 🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge Β· Bronze πŸ—ΊοΈ Taxonomy Completionist (16) 🌱 Topic Pioneer 🧭 Keyword Pioneer
🌟 Keyword Trendsetter Combo (5) πŸ“ˆ Trend Setter πŸš€ Conference Pioneer

Venues

NeurIPS (3)

Top co-authors

Vikas Sindhwani (3) Olivier Chapelle (2) Zoubin Ghahramani (1) Wei Chu (1)

Research topics

Machine Learning (3) Core Methods (3) Learning Types (3) Mathematics & Optimization (2) Optimization (2) Artificial Intelligence (1) Bayesian & Probabilistic Β· Artificial Intelligence (1) Bayesian & Probabilistic Β· Machine Learning (1) Learning Paradigms (1) Optimization & Theory (1)

Keywords

semi-supervised learning (2) support vector machine (2) kernel methods (2) gaussian processes (1) nonparametric bayesian models (1) relational learning (1) hyperparameter optimization (1) gradient-based optimization (1) supervised learning (1) cross validation (1) gaussian process (1) branch and bound (1) low-density separator (1) global optimization (1) gradient descent (1) margin maximization (1) bayesian framework (1) gradient computation (1) branch-and-bound algorithm (1) hyperparameter tuning (1)

Papers

An Efficient Method for Gradient-Based Adaptation of Hyperparameters in SVM Models NeurIPS 2006 Branch and Bound for Semi-Supervised Support Vector Machines NeurIPS 2006 Relational Learning with Gaussian Processes NeurIPS 2006