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WSDM
2012
ACM
259views Data Mining» more  WSDM 2012»
13 years 11 months ago
Learning recommender systems with adaptive regularization
Many factorization models like matrix or tensor factorization have been proposed for the important application of recommender systems. The success of such factorization models dep...
Steffen Rendle
IPPS
1999
IEEE
15 years 8 months ago
Mapping Media Streams onto a Network of Servers
This paper presents the definition as well as a number of methods for the solution of a new combinatorial optimization problem, called S-MAMP that has to be solved for the efficie...
Reinhard Lüling
CSCLP
2006
Springer
15 years 7 months ago
Cost-Based Filtering for Stochastic Inventory Control
Abstract. An interesting class of production/inventory control problems considers a single product and a single stocking location, given a stochastic demand with a known non-statio...
Armagan Tarim, Brahim Hnich, Roberto Rossi, Steven...
FOCS
2005
IEEE
15 years 9 months ago
Sampling-based Approximation Algorithms for Multi-stage Stochastic
Stochastic optimization problems provide a means to model uncertainty in the input data where the uncertainty is modeled by a probability distribution over the possible realizatio...
Chaitanya Swamy, David B. Shmoys
CVPR
2007
IEEE
16 years 6 months ago
Illumination Multiplexing within Fundamental Limits
Taking a sequence of photographs using multiple illumination sources or settings is central to many computer vision and graphics problems. A growing number of recent methods use m...
Netanel Ratner, Yoav Y. Schechner