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118
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KDD
2009
ACM
191views Data Mining» more  KDD 2009»
16 years 1 months ago
Scalable pseudo-likelihood estimation in hybrid random fields
Learning probabilistic graphical models from high-dimensional datasets is a computationally challenging task. In many interesting applications, the domain dimensionality is such a...
Antonino Freno, Edmondo Trentin, Marco Gori
FMICS
2009
Springer
15 years 7 months ago
A Rigorous Methodology for Composing Services
on Abstraction: a Lightweight Approach to Modelling Concurrency. Javier de Dios and Ricardo Peña Certified Implementation on top of the Java Virtual Machine 19:00 Social dinner + ...
Kenneth J. Turner, Koon Leai Larry Tan
FOCS
2009
IEEE
15 years 7 months ago
Distance Oracles for Sparse Graphs
Abstract— Thorup and Zwick, in their seminal work, introduced the approximate distance oracle, which is a data structure that answers distance queries in a graph. For any integer...
Christian Sommer 0002, Elad Verbin, Wei Yu
103
Voted
JMLR
2010
165views more  JMLR 2010»
14 years 7 months ago
Causal Inference
: This review presents empirical researchers with recent advances in causal inference, and stresses the paradigmatic shifts that must be undertaken in moving from traditional stati...
Judea Pearl
136
Voted
CVPR
2009
IEEE
16 years 8 months ago
Memory-based particle filter for face pose tracking robust under complex dynamics
A novel particle filter, the Memory-based Particle Filter (M-PF), is proposed that can visually track moving objects that have complex dynamics. We aim to realize robustness aga...
Dan Mikami (NTT), Kazuhiro Otsuka (NTT), Junji YAM...
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