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AAAI
2011
13 years 11 months ago
Combining Learned Discrete and Continuous Action Models
Action modeling is an important skill for agents that must perform tasks in novel domains. Previous work on action modeling has focused on learning STRIPS operators in discrete, r...
Joseph Z. Xu, John E. Laird
EMNLP
2011
13 years 11 months ago
Class Label Enhancement via Related Instances
Class-instance label propagation algorithms have been successfully used to fuse information from multiple sources in order to enrich a set of unlabeled instances with class labels...
Zornitsa Kozareva, Konstantin Voevodski, Shang-Hua...
SBP
2012
Springer
13 years 7 months ago
Creating Interaction Environments: Defining a Two-Sided Market Model of the Development and Dominance of Platforms
Interactions between individuals, both economic and social, are increasingly mediated by technological systems. Such platforms facilitate interactions by controlling and regularizi...
Walter E. Beyeler, Andjelka Kelic, Patrick D. Finl...
JMLR
2012
13 years 2 months ago
Deep Learning Made Easier by Linear Transformations in Perceptrons
We transform the outputs of each hidden neuron in a multi-layer perceptron network to have zero output and zero slope on average, and use separate shortcut connections to model th...
Tapani Raiko, Harri Valpola, Yann LeCun
DIALM
2007
ACM
131views Algorithms» more  DIALM 2007»
15 years 3 months ago
Dessy: Towards Flexible Mobile Desktop Search
In the near future, mobile devices are expected to have a storage capacity comparable to today's desktop machines. As the amount of infomation grows, conventional search tool...
Eemil Lagerspetz, Tancred Lindholm, Sasu Tarkoma