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WSDM
2012
ACM
259views Data Mining» more  WSDM 2012»
14 years 2 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
EGH
2011
Springer
14 years 7 months ago
VoxelPipe: A Programmable Pipeline for 3D Voxelization
We present a highly flexible and efficient software pipeline for programmable triangle voxelization. The pipeline, entirely written in CUDA, supports both fully conservative and ...
Jacopo Pantaleoni
IPPS
2003
IEEE
16 years 15 days ago
ECO: An Empirical-Based Compilation and Optimization System
In this paper, we describe a compilation system that automates much of the process of performance tuning that is currently done manually by application programmers interested in h...
Nastaran Baradaran, Jacqueline Chame, Chun Chen, P...
WSC
2004
15 years 8 months ago
Data Farming: Discovering Surprise
Data Farming is a methodology and capability that makes use of high performance computing to run models many times. This capability gives modelers and their clients the enhanced a...
Gary E. Horne, Theodore E. Meyer
IPPS
2007
IEEE
16 years 1 months ago
Detecting Runtime Environment Interference with Parallel Application Behavior
Many performance problems observed in high end systems are actually caused by the runtime system and not the application code. Detecting these cases will require parallel performa...
Rashawn L. Knapp, Karen L. Karavanic, Douglas M. P...