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ACL
2012
13 years 9 months ago
Large-Scale Syntactic Language Modeling with Treelets
We propose a simple generative, syntactic language model that conditions on overlapping windows of tree context (or treelets) in the same way that n-gram language models condition...
Adam Pauls, Dan Klein
202
Voted
CVPR
2007
IEEE
16 years 8 months ago
Unsupervised Activity Perception by Hierarchical Bayesian Models
We propose a novel unsupervised learning framework for activity perception. To understand activities in complicated scenes from visual data, we propose a hierarchical Bayesian mod...
Xiaogang Wang, Xiaoxu Ma, Eric Grimson
DMIN
2006
134views Data Mining» more  DMIN 2006»
15 years 8 months ago
Hyper-Rectangular and k-Nearest-Neighbor Models in Stochastic Discrimination
The stochastic discrimination (SD) theory considers learning as building models of uniform coverage over data distributions. Despite successful trials of the derived SD method in s...
Iryna Skrypnyk, Tin Kam Ho
CAV
2006
Springer
133views Hardware» more  CAV 2006»
15 years 10 months ago
Programs with Lists Are Counter Automata
Abstract. We address the verification problem of programs manipulating oneselector linked data structures. We propose a new automated approach for checking safety and termination f...
Ahmed Bouajjani, Marius Bozga, Peter Habermehl, Ra...
ACSC
2008
IEEE
16 years 1 months ago
A model, schema, and interface for metadata file systems
Modern computer systems are based on the traditional hierarchical file system model, but typically contain large numbers of files with complex interrelationships. This tradition...
Stijn Dekeyser, Richard Watson, Lasse Motrø...