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ICML
2008
IEEE
16 years 7 months ago
Bayesian probabilistic matrix factorization using Markov chain Monte Carlo
Low-rank matrix approximation methods provide one of the simplest and most effective approaches to collaborative filtering. Such models are usually fitted to data by finding a MAP...
Ruslan Salakhutdinov, Andriy Mnih
KDD
2008
ACM
156views Data Mining» more  KDD 2008»
16 years 7 months ago
Unsupervised deduplication using cross-field dependencies
Recent work in deduplication has shown that collective deduplication of different attribute types can improve performance. But although these techniques cluster the attributes col...
Robert Hall, Charles A. Sutton, Andrew McCallum
DATE
2007
IEEE
148views Hardware» more  DATE 2007»
16 years 1 months ago
Temperature aware task scheduling in MPSoCs
In deep submicron circuits, elevation in temperatures has brought new challenges in reliability, timing, performance, cooling costs and leakage power. Conventional thermal managem...
Ayse Kivilcim Coskun, Tajana Simunic Rosing, Keith...
CDC
2008
IEEE
140views Control Systems» more  CDC 2008»
16 years 1 months ago
Model discrimination of polynomial systems via stochastic inputs
— Systems biologists are often faced with competing models for a given experimental system. Unfortunately, performing experiments can be time-consuming and expensive. Therefore, ...
Daniel Georgiev, Eric Klavins
ICDE
2007
IEEE
130views Database» more  ICDE 2007»
16 years 8 months ago
Dynamic Materialized Views
A conventional materialized view blindly materializes and maintains all rows of a view, even rows that are never accessed. We propose a more flexible materialization strategy aime...
Jingren Zhou, Jonathan Goldstein, Luping Ding, Per...