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» Probabilistic Semantics and Program Analysis
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WWW
2008
ACM
14 years 8 months ago
Automatic web image selection with a probabilistic latent topic model
We propose a new method to select relevant images to the given keywords from images gathered from the Web based on the Probabilistic Latent Semantic Analysis (PLSA) model which is...
Keiji Yanai
APLAS
2006
ACM
14 years 1 months ago
Reading, Writing and Relations
We give an elementary semantics to an effect system, tracking read and write effects by using relations over a standard extensional semantics for the original language. The seman...
Nick Benton, Andrew Kennedy, Martin Hofmann, Lenna...
MP
2007
95views more  MP 2007»
13 years 7 months ago
Smoothed analysis of integer programming
We present a probabilistic analysis of integer linear programs (ILPs). More specifically, we study ILPs in a so-called smoothed analysis in which it is assumed that first an adve...
Heiko Röglin, Berthold Vöcking
KDD
2008
ACM
244views Data Mining» more  KDD 2008»
14 years 7 months ago
Probabilistic latent semantic visualization: topic model for visualizing documents
We propose a visualization method based on a topic model for discrete data such as documents. Unlike conventional visualization methods based on pairwise distances such as multi-d...
Tomoharu Iwata, Takeshi Yamada, Naonori Ueda
CONCUR
2005
Springer
14 years 29 days ago
A Practical Application of Geometric Semantics to Static Analysis of Concurrent Programs
Abstract. In this paper we show how to compress efficiently the statespace of a concurrent system (here applied to a simple shared memory model, but this is no way limited to that ...
Eric Goubault, Emmanuel Haucourt