John Shawe–Taylor

2 papers · 2010–2011 · 1 conference · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (14) 🚀 Conference Pioneer 📈 Trend Setter

Conferences

AISTATS (2)

Top co-authors

Steffen Grünewälder (1) Jean–Yves Audibert (1) Zakria Hussain (1) Manfred Opper (1)

Keywords

convex optimization (1) gaussian process (1) sparse regularization (1) rademacher complexity (1) sequential decision (1) multiple kernel learning (1) bayesian optimization (1) multi-armed bandit (1) generalization bound (1) regret bound (1) bandit optimization (1) kernel methods (1)

Papers

Improved Loss Bounds For Multiple Kernel Learning AISTATS 2011

Regret Bounds for Gaussian Process Bandit Problems AISTATS 2010