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» Adaptive Analysis of On-line Algorithms
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80
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FIMI
2003
120views Data Mining» more  FIMI 2003»
15 years 2 months ago
MAFIA: A Performance Study of Mining Maximal Frequent Itemsets
We present a performance study of the MAFIA algorithm for mining maximal frequent itemsets from a transactional database. In a thorough experimental analysis, we isolate the effec...
Douglas Burdick, Manuel Calimlim, Jason Flannick, ...
116
Voted
INFOCOM
2012
IEEE
13 years 3 months ago
CARPO: Correlation-aware power optimization in data center networks
—Power optimization has become a key challenge in the design of large-scale enterprise data centers. Existing research efforts focus mainly on computer servers to lower their ene...
Xiaodong Wang, Yanjun Yao, Xiaorui Wang, Kefa Lu, ...
JMLR
2012
13 years 3 months ago
Random Search for Hyper-Parameter Optimization
Grid search and manual search are the most widely used strategies for hyper-parameter optimization. This paper shows empirically and theoretically that randomly chosen trials are ...
James Bergstra, Yoshua Bengio
93
Voted
IROS
2009
IEEE
142views Robotics» more  IROS 2009»
15 years 7 months ago
Haptic feedback for molecular simulation
— In this paper, a new tool dedicated to the analysis and the conception of molecules is presented. It is composed of an adaptive simulation software and a haptic device used to ...
Aude Bolopion, Barthelemy Cagneau, Stephane Redon,...
SIGMETRICS
1997
ACM
117views Hardware» more  SIGMETRICS 1997»
15 years 4 months ago
Informed Multi-Process Prefetching and Caching
Informed prefetching and caching based on application disclosure of future I/O accesses (hints) can dramatically reduce the execution time of I/O-intensive applications. A recent ...
Andrew Tomkins, R. Hugo Patterson, Garth A. Gibson