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WWW
2008
ACM
16 years 8 months ago
Collaborative filtering on skewed datasets
Many real life datasets have skewed distributions of events when the probability of observing few events far exceeds the others. In this paper, we observed that in skewed datasets...
Somnath Banerjee, Krishnan Ramanathan
296
Voted
ASPLOS
2009
ACM
16 years 8 months ago
Per-thread cycle accounting in SMT processors
This paper proposes a cycle accounting architecture for Simultaneous Multithreading (SMT) processors that estimates the execution times for each of the threads had they been execu...
Stijn Eyerman, Lieven Eeckhout
KDD
2005
ACM
103views Data Mining» more  KDD 2005»
16 years 7 months ago
Robust boosting and its relation to bagging
Several authors have suggested viewing boosting as a gradient descent search for a good fit in function space. At each iteration observations are re-weighted using the gradient of...
Saharon Rosset
KDD
2003
ACM
127views Data Mining» more  KDD 2003»
16 years 7 months ago
Experiments with random projections for machine learning
Dimensionality reduction via Random Projections has attracted considerable attention in recent years. The approach has interesting theoretical underpinnings and offers computation...
Dmitriy Fradkin, David Madigan
182
Voted
HPCA
2004
IEEE
16 years 7 months ago
The Thrifty Barrier: Energy-Aware Synchronization in Shared-Memory Multiprocessors
Much research has been devoted to making microprocessors energy-efficient. However, little attention has been paid to multiprocessor environments where, due to the co-operative na...
Jian Li, José F. Martínez, Michael C...
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