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» The Tradeoffs of Large Scale Learning
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MASCOTS
2001
13 years 9 months ago
An Evaluation of Grouping Techniques for State Dissemination in Networked Multi-User Games
In a distributed multi-user game, entities need to communicate their state information to other entities. Usually only a subset of the game's entities are interested in infor...
Li Zou, Mostafa H. Ammar, Christophe Diot
ALT
2009
Springer
14 years 15 days ago
The Follow Perturbed Leader Algorithm Protected from Unbounded One-Step Losses
In this paper the sequential prediction problem with expert advice is considered for the case when the losses of experts suffered at each step can be unbounded. We present some mo...
Vladimir V. V'yugin
CIDR
2009
136views Algorithms» more  CIDR 2009»
13 years 9 months ago
The Role of Schema Matching in Large Enterprises
To date, the principal use case for schema matching research has been as a precursor for code generation, i.e., constructing mappings between schema elements with the end goal of ...
Ken Smith, Michael Morse, Peter Mork, Maya Hao Li,...
IROS
2009
IEEE
198views Robotics» more  IROS 2009»
14 years 2 months ago
Scalable learning for object detection with GPU hardware
Abstract— We consider the problem of robotic object detection of such objects as mugs, cups, and staplers in indoor environments. While object detection has made significant pro...
Adam Coates, Paul Baumstarck, Quoc V. Le, Andrew Y...
JMLR
2010
93views more  JMLR 2010»
13 years 2 months ago
Erratum: SGDQN is Less Careful than Expected
The SGD-QN algorithm described in (Bordes et al., 2009) contains a subtle flaw that prevents it from reaching its design goals. Yet the flawed SGD-QN algorithm has worked well eno...
Antoine Bordes, Léon Bottou, Patrick Gallin...