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CORR
2010
Springer
94views Education» more  CORR 2010»
13 years 7 months ago
Tight Sample Complexity of Large-Margin Learning
We obtain a tight distribution-specific characterization of the sample complexity of large-margin classification with L2 regularization: We introduce the -adapted-dimension, which...
Sivan Sabato, Nathan Srebro, Naftali Tishby
NC
2007
123views Neural Networks» more  NC 2007»
13 years 7 months ago
The complexity of latching transitions in large scale cortical networks
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¬...
Emilio Kropff, Alessandro Treves
ROBOCUP
2000
Springer
135views Robotics» more  ROBOCUP 2000»
13 years 11 months ago
Simulator Complex for RoboCup Rescue Simulation Project - As Test-Bed for Multi-Agent Organizational Behavior in Emergency Case
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...
Toshiyuki Kaneda, Fumitoshi Matsuno, Hironao Takah...
KBSE
2006
IEEE
14 years 1 months ago
Managing the Complexity of Large Free and Open Source Package-Based Software Distributions
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, ...
TAMC
2010
Springer
14 years 18 days ago
Community Structure in Large Complex Networks
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 ...
Liaoruo Wang, John E. Hopcroft