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TIT
2010
158views Education» more  TIT 2010»
13 years 4 months ago
Belief propagation, Dykstra's algorithm, and iterated information projections
Belief propagation is shown to be an instance of a hybrid between two projection algorithms in the convex programming literature: Dykstra's algorithm with cyclic Bregman proje...
John MacLaren Walsh, Phillip A. Regalia
DIS
2009
Springer
14 years 4 months ago
An Iterative Learning Algorithm for Within-Network Regression in the Transductive Setting
Within-network regression addresses the task of regression in partially labeled networked data where labels are sparse and continuous. Data for inference consist of entities associ...
Annalisa Appice, Michelangelo Ceci, Donato Malerba
AAAI
2000
13 years 11 months ago
An Iterative Algorithm for Synthesizing Invariants
We present a general algorithm for synthesizing state invariants that speed up automated planners and have other applications in reasoning about change. Invariants are facts that ...
Jussi Rintanen
VISUALIZATION
1996
IEEE
14 years 2 months ago
A Linear Iteration Time Layout Algorithm for Visualising High-Dimensional Data
A technique is presented for the layout of high
Matthew Chalmers
DAGSTUHL
1998
13 years 11 months ago
Segmented Iterators and Hierarchical Algorithms
Abstract. Many data structures are naturally segmented. Generic algorithms that ignore that feature, and that treat every data structure as a uniform range of elements, are unneces...
Matthew H. Austern