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» The Structure Function and Distinguishable Models of Data
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CSL
1999
Springer
14 years 1 months ago
Difference Decision Diagrams
This paper describes a new data structure, difference decision diagrams (DDDs), for representing a Boolean logic over inequalities of the form ¡£¢¥¤§¦©¨ and ¡¢¥¤Â...
Jesper B. Møller, Jakob Lichtenberg, Henrik...
FPCA
1995
14 years 8 days ago
Once Upon a Type
A number of useful optimisations are enabled if we can determine when a value is accessed at most once. We extend the Hindley-Milner type system with uses, yielding a typeinferenc...
David N. Turner, Philip Wadler, Christian Mossin
ICONIP
2007
13 years 10 months ago
Natural Conjugate Gradient in Variational Inference
Variational methods for approximate inference in machine learning often adapt a parametric probability distribution to optimize a given objective function. This view is especially ...
Antti Honkela, Matti Tornio, Tapani Raiko, Juha Ka...
CGF
2008
148views more  CGF 2008»
13 years 8 months ago
Automatic Registration for Articulated Shapes
We present an unsupervised algorithm for aligning a pair of shapes in the presence of significant articulated motion and missing data, while assuming no knowledge of a template, u...
Will Chang, Matthias Zwicker
TIT
2011
140views more  TIT 2011»
13 years 3 months ago
Sequential Quantile Prediction of Time Series
Motivated by a broad range of potential applications, we address the quantile prediction problem of real-valued time series. We present a sequential quantile forecasting model bas...
Gérard Biau, Benoît Patra