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ECAI
2010
Springer
15 years 5 months ago
Unsupervised Layer-Wise Model Selection in Deep Neural Networks
Abstract. Deep Neural Networks (DNN) propose a new and efficient ML architecture based on the layer-wise building of several representation layers. A critical issue for DNNs remain...
Ludovic Arnold, Hélène Paugam-Moisy,...
AAAI
2006
15 years 5 months ago
Quantifying Incentive Compatibility of Ranking Systems
Reasoning about agent preferences on a set of alternatives, and the aggregation of such preferences into some social ranking is a fundamental issue in reasoning about multi-agent ...
Alon Altman, Moshe Tennenholtz
ACRI
2006
Springer
15 years 10 months ago
Interactive Terrain Simulation and Force Distribution Models in Sand Piles
This paper presents an application of Cellular Automata in the field of dry Granular Systems modelling. While the study of granular systems is not a recent field, no efficient mo...
Marta Pla-Castells, Ignacio García-Fern&aac...
ATAL
1999
Springer
15 years 8 months ago
Reasoning about Visibility, Perception and Knowledge
Although many formalisms have been proposed for reasoning about intelligent agents, few of these have been semantically grounded in a concrete computational model. This paper prese...
Michael Wooldridge, Alessio Lomuscio
EPIA
1999
Springer
15 years 8 months ago
YapOr: an Or-Parallel Prolog System Based on Environment Copying
YapOr is an or-parallel system that extends the Yap Prolog system to exploit implicit or-parallelism in Prolog programs. It is based on the environment copying model, as first imp...
Ricardo Rocha, Fernando M. A. Silva, Vítor ...