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» The Structure Function and Distinguishable Models of Data
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CSL
1999
Springer
15 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...
77
Voted
FPCA
1995
15 years 1 months 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
92
Voted
ICONIP
2007
14 years 11 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...
78
Voted
CGF
2008
148views more  CGF 2008»
14 years 9 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
65
Voted
TIT
2011
140views more  TIT 2011»
14 years 4 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