Safe Exploration for Active Learning with Gaussian Processes

Jens Schreiter, Duy Nguyen-Tuong, Mona Eberts, Bastian Bischoff, Heiner Markert, Marc Toussaint. Safe Exploration for Active Learning with Gaussian Processes. In Albert Bifet, Michael May, Bianca Zadrozny, Ricard Gavaldà, Dino Pedreschi, Francesco Bonchi, Jaime S. Cardoso, Myra Spiliopoulou, editors, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2015, Porto, Portugal, September 7-11, 2015, Proceedings, Part III. Volume 9286 of Lecture Notes in Computer Science, pages 133-149, Springer, 2015. [doi]

Authors

Jens Schreiter

This author has not been identified. Look up 'Jens Schreiter' in Google

Duy Nguyen-Tuong

This author has not been identified. Look up 'Duy Nguyen-Tuong' in Google

Mona Eberts

This author has not been identified. Look up 'Mona Eberts' in Google

Bastian Bischoff

This author has not been identified. Look up 'Bastian Bischoff' in Google

Heiner Markert

This author has not been identified. Look up 'Heiner Markert' in Google

Marc Toussaint

This author has not been identified. Look up 'Marc Toussaint' in Google