We obtain a tight distribution-specific characterization of the sample complexity of large-margin classification with L2 regularization: We introduce the -adapted-dimension, which...
Abstract. We study latching dynamics, i.e. the ability of a network to hop spontaneously from one discrete attractor state to another, which has been proposed as a model of an inļ¬...
In the RoboCup Rescue Simulation Project, several kinds of simulator such as Building-Collapse and Road-Blockage Simulator, Fire Spread Simulator and Tra c Flow Simulator are expec...
The widespread adoption of Free and Open Source Software (FOSS) in many strategic contexts of the information technology society has drawn the attention on the issues regarding ho...
Fabio Mancinelli, Jaap Boender, Roberto Di Cosmo, ...
In this paper, we establish the deļ¬nition of community fundamentally diļ¬erent from what was commonly accepted in previous studies, where communities were typically assumed to ...