Geoffrey J. Gordon

A Reduction of Imitation Learning and Structured Prediction to No-Regret\n Online Learning

Stéphane Ross, Geoffrey J. Gordon, J. Andrew Bagnell · arXiv (Cornell University) · 2010 · 1.3K citations · Full text

Relational learning via collective matrix factorization

Ajit Singh, Geoffrey J. Gordon · 2008 · 1.2K citations

Natural Language Processing, Movies Ratings Matrix, Engineering +14

A Reduction of Imitation Learning and Structured Prediction to No-Regret Online Learning

Stéphane Ross, Geoffrey J. Gordon, J. Andrew Bagnell · arXiv (Cornell University) · 2010 · 840 citations · Full text

Artificial Intelligence, Imitation Learning, Structured Prediction +15

ARA*: Anytime A* with Provable Bounds on Sub-Optimality

Maxim Likhachev, Geoffrey J. Gordon, Sebastian Thrun · 2003 · 591 citations

Automatic Database Management System Tuning Through Large-scale Machine Learning

Dana Van Aken, Andrew Pavlo, Geoffrey J. Gordon et al. · 2017 · 497 citations · Full text

Engineering, Database Scalability, Information Retrieval +20