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» On Multiple Linear Approximations
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ACISICIS
2010
IEEE
14 years 3 months ago
A Study on Defect Density of Open Source Software
— Open source software (OSS) development is considered an effective approach to ensuring acceptable levels of software quality. One facet of quality improvement involves the dete...
Cobra Rahmani, Deepak Khazanchi
ICML
2007
IEEE
16 years 10 days ago
Restricted Boltzmann machines for collaborative filtering
Most of the existing approaches to collaborative filtering cannot handle very large data sets. In this paper we show how a class of two-layer undirected graphical models, called R...
Ruslan Salakhutdinov, Andriy Mnih, Geoffrey E. Hin...
TWC
2008
98views more  TWC 2008»
14 years 11 months ago
Using Parasitic Elements for Implementing the Rotating Antenna for MIMO Receivers
Abstract--We consider a new concept of a Multiple-InputMultiple-Output (MIMO) receiver which uses one active receiving antenna and multiple parasitic elements. The parasitic elemen...
Robert Bains, Ralf R. Müller
GECCO
2007
Springer
300views Optimization» more  GECCO 2007»
15 years 5 months ago
A NSGA-II, web-enabled, parallel optimization framework for NLP and MINLP
Engineering design increasingly uses computer simulation models coupled with optimization algorithms to find the best design that meets the customer constraints within a time con...
David J. Powell, Joel K. Hollingsworth
STOC
2007
ACM
117views Algorithms» more  STOC 2007»
15 years 12 months ago
A combinatorial, primal-dual approach to semidefinite programs
Semidefinite programs (SDP) have been used in many recent approximation algorithms. We develop a general primal-dual approach to solve SDPs using a generalization of the well-know...
Sanjeev Arora, Satyen Kale