Ayse Erkan

2 papers · 2007–2010 · 2 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (2) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (15) 🚀 Conference Pioneer

Conferences

AISTATS (1) RSS (1)

Top co-authors

Urs Muller (1) Raia Hadsell (1) Yasemin Altun (1) Pierre Sermanet (1) Jeff Han (1) and Yann LeCun (1) Jan Ben (1)

Keywords

semi-supervised learning (1) online learning (1) robot navigation (1) maximum entropy (1) convex optimization (1) unlabeled datum (1) discriminative model (1) traversability estimation (1) kernel methods (1) obstacle detection (1) spatial label propagation (1)

Papers

Semi-Supervised Learning via Generalized Maximum Entropy AISTATS 2010

Online Learning for Offroad Robots: Spatial Label Propagation to Learn Long-Range Traversability RSS 2007