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JMLR
2010
108views more  JMLR 2010»
15 years 1 months ago
Sufficient Dimension Reduction via Squared-loss Mutual Information Estimation
The goal of sufficient dimension reduction in supervised learning is to find the lowdimensional subspace of input features that is `sufficient' for predicting output values. ...
Taiji Suzuki, Masashi Sugiyama
158
Voted
QEST
2009
IEEE
16 years 1 months ago
Language-Level Symmetry Reduction for Probabilistic Model Checking
—Symmetry reduction is a technique for combating state-space explosion in model checking. The generic representatives approach to symmetry reduction uses a language-level transla...
Alastair F. Donaldson, Alice Miller, David Parker
ESA
2004
Springer
120views Algorithms» more  ESA 2004»
15 years 11 months ago
Solving Geometric Covering Problems by Data Reduction
We consider a scenario where stops are to be placed along an already existing public transportation network in order to improve its attractiveness for the customers. The core probl...
Steffen Mecke, Dorothea Wagner
FPL
2004
Springer
112views Hardware» more  FPL 2004»
15 years 11 months ago
Automating the Layout of Reconfigurable Subsystems via Template Reduction
When designing SoCs, a unique opportunity exists to generate custom FPGA architectures that are specific to the application domain in which the device will be used. The inclusion o...
Shawn Phillips, Akshay Sharma, Scott Hauck
AMR
2008
Springer
288views Multimedia» more  AMR 2008»
15 years 7 months ago
Automatic Reduction of MIDI Files Preserving Relevant Musical Content
Retrieving music from large digital databases is a demanding computational task. The cost for indexing and searching depends not only on the computational effort of measuring music...
Søren Tjagvad Madsen, Rainer Typke, Gerhard...