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» Optimal Distributed Online Prediction using Mini-Batches
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ICDCS
1997
IEEE
14 years 27 days ago
Distributed Recovery with K-Optimistic Logging
Fault-tolerance techniques based on checkpointing and message logging have been increasingly used in real-world applications to reduce service down-time. Most industrial applicati...
Yi-Min Wang, Om P. Damani, Vijay K. Garg
CP
2006
Springer
14 years 12 days ago
Performance Prediction and Automated Tuning of Randomized and Parametric Algorithms
Abstract. Machine learning can be utilized to build models that predict the runtime of search algorithms for hard combinatorial problems. Such empirical hardness models have previo...
Frank Hutter, Youssef Hamadi, Holger H. Hoos, Kevi...
GECCO
2008
Springer
135views Optimization» more  GECCO 2008»
13 years 9 months ago
Context-dependent predictions and cognitive arm control with XCSF
While John Holland has always envisioned learning classifier systems (LCSs) as cognitive systems, most work on LCSs has focused on classification, datamining, and function appro...
Martin V. Butz, Oliver Herbort
IPPS
2007
IEEE
14 years 3 months ago
POET: Parameterized Optimizations for Empirical Tuning
The excessive complexity of both machine architectures and applications have made it difficult for compilers to statically model and predict application behavior. This observatio...
Qing Yi, Keith Seymour, Haihang You, Richard W. Vu...
PAM
2005
Springer
14 years 2 months ago
Analysis of Communities of Interest in Data Networks
Abstract. Communities of interest (COI) have been applied in a variety of environments ranging from characterizing the online buying behavior of individuals to detecting fraud in t...
William Aiello, Charles R. Kalmanek, Patrick Drew ...