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CORR
2010
Springer
153views Education» more  CORR 2010»
13 years 9 months ago
GraphLab: A New Framework for Parallel Machine Learning
Designing and implementing efficient, provably correct parallel machine learning (ML) algorithms is challenging. Existing high-level parallel abstractions like MapReduce are insuf...
Yucheng Low, Joseph Gonzalez, Aapo Kyrola, Danny B...
CORR
2010
Springer
124views Education» more  CORR 2010»
13 years 9 months ago
Link Graph Analysis for Adult Images Classification
In order to protect an image search engine's users from undesirable results adult images' classifier should be built. The information about links from websites to images...
Evgeny Kharitonov, Anton Slesarev, Ilya Muchnik, F...
CORR
2006
Springer
123views Education» more  CORR 2006»
13 years 9 months ago
Counting good truth assignments of random k-SAT formulae
We present a deterministic approximation algorithm to compute logarithm of the number of `good' truth assignments for a random k-satisfiability (k-SAT) formula in polynomial ...
Andrea Montanari, Devavrat Shah
PAMI
2008
174views more  PAMI 2008»
13 years 8 months ago
Multiflash Stereopsis: Depth-Edge-Preserving Stereo with Small Baseline Illumination
Traditional stereo matching algorithms are limited in their ability to produce accurate results near depth discontinuities, due to partial occlusions and violation of smoothness co...
Rogerio Feris, Ramesh Raskar, Longbin Chen, Kar-Ha...
IVC
2002
148views more  IVC 2002»
13 years 8 months ago
Detecting lameness using 'Re-sampling Condensation' and 'multi-stream cyclic hidden Markov models'
A system for the tracking and classification of livestock movements is presented. The combined `tracker-classifier' scheme is based on a variant of Isard and Blakes `Condensa...
Derek R. Magee, Roger D. Boyle