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» Comparing the Power of Robots
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101
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NIPS
2008
15 years 2 months ago
Analyzing human feature learning as nonparametric Bayesian inference
Almost all successful machine learning algorithms and cognitive models require powerful representations capturing the features that are relevant to a particular problem. We draw o...
Joseph Austerweil, Thomas L. Griffiths
111
Voted
AAAI
2004
15 years 2 months ago
Branching and Pruning: An Optimal Temporal POCL Planner Based on Constraint Programming
A key feature of modern optimal planners such as Graphplan and Blackbox is their ability to prune large parts of the search space. Previous Partial Order Causal Link (POCL) planne...
Vincent Vidal, Hector Geffner
102
Voted
ACL
2006
15 years 2 months ago
A Comparison of Document, Sentence, and Term Event Spaces
The trend in information retrieval systems is from document to sub-document retrieval, such as sentences in a summarization system and words or phrases in question-answering syste...
Catherine Blake
106
Voted
ESANN
2004
15 years 2 months ago
Dimensionality reduction and classification using the distribution mapping exponent
: Probability distribution mapping function, which maps multivariate data distribution to the function of one variable, is introduced. Distributionmapping exponent (DME) is somethi...
Marcel Jirina
106
Voted
CATA
2003
15 years 2 months ago
Efficient Power-aware Hybrid Routing using Zoning for Ad Hoc Network
A number of routing protocols have been proposed for mobile ad hoc networks. In this paper we propose a hybrid multiple zoning scheme minimizing the number of route request messag...
Jong Ho Lee, Hee Yong Youn, Chansu Yu, Dongman Lee