Welcome to the 3rd issue of the Journal of Machine Learning Video Abstracts, published by Knowledge for All Foundation Ltd, London, with the goal of providing the legacy of the PASCAL2 Network of Excellence. This issue is equally dedicated to presenting the spotlight presentations of the 2012 Neural Information Processing Systems (NIPS) Conference held in December 3, 2012, Lake Tahoe, Nevada, United States as the Volume 2 and Volume 3 of this Journal. The original papers which were submitted to NIPS 2012 were also added to the video abstracts.

Editors of the 3rd Issue and Programme Chairs of the 2010 NIPS Conference

Journal Video Abstracts

Putting Bayes to sleep

Wouter M. Koolen

Entangled Monte Carlo

Seong-Hwan Jun

Kernel Hyperalignment

Peter J. Ramadge