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AUSDM
2006
Springer
112views Data Mining» more  AUSDM 2006»
14 years 2 months ago
Accuracy Estimation With Clustered Dataset
If the dataset available to machine learning results from cluster sampling (e.g. patients from a sample of hospital wards), the usual cross-validation error rate estimate can lead...
Ricco Rakotomalala, Jean-Hugues Chauchat, Fran&cce...
AAAI
2008
14 years 21 days ago
Hidden Dynamic Probabilistic Models for Labeling Sequence Data
We propose a new discriminative framework, namely Hidden Dynamic Conditional Random Fields (HDCRFs), for building probabilistic models which can capture both internal and external...
Xiaofeng Yu, Wai Lam
FPL
2008
Springer
111views Hardware» more  FPL 2008»
13 years 12 months ago
Sampling from the exponential distribution using independent Bernoulli variates
The exponential distribution is a key distribution in many event-driven Monte-Carlo simulations, where it is used to model the time between random events in the system. This paper...
David B. Thomas, Wayne Luk
VMV
2004
123views Visualization» more  VMV 2004»
13 years 11 months ago
Hierarchy Accelerated Stochastic Collision Detection
In this paper we present a new framework for collision and self-collision detection for highly deformable objects such as cloth. It permits to efficiently trade off accuracy for s...
Stefan Kimmerle, Matthieu Nesme, François F...
COGSCI
2010
108views more  COGSCI 2010»
13 years 10 months ago
Do Grammars Minimize Dependency Length?
A well-established principle of language is that there is a preference for closely related words to be close together in the sentence. This can be expressed as a preference for de...
Daniel Gildea, David Temperley