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ICML
2005
IEEE
14 years 8 months ago
Learning as search optimization: approximate large margin methods for structured prediction
Mappings to structured output spaces (strings, trees, partitions, etc.) are typically learned using extensions of classification algorithms to simple graphical structures (eg., li...
Daniel Marcu, Hal Daumé III
HPCA
2001
IEEE
14 years 8 months ago
Data-Flow Prescheduling for Large Instruction Windows in Out-of-Order Processors
The performance of out-of-order processors increases with the instruction window size. In conventional processors, the effective instruction window cannot be larger than the issue...
Pierre Michaud, André Seznec
ICIDS
2009
Springer
14 years 2 months ago
Exploring Narrative Presentation for Large Multimodal Lifelog Collections through Card Sorting
Using lifelogging tools, personal digital artifacts are collected continuously and passively throughout each day. The wealth of information such an archive contains on our life his...
Daragh Byrne, Gareth J. F. Jones
ISNN
2009
Springer
14 years 2 months ago
Nonlinear Component Analysis for Large-Scale Data Set Using Fixed-Point Algorithm
Abstract. Nonlinear component analysis is a popular nonlinear feature extraction method. It generally uses eigen-decomposition technique to extract the principal components. But th...
Weiya Shi, Yue-Fei Guo
ISW
2009
Springer
14 years 2 months ago
Peer-to-Peer Architecture for Collaborative Intrusion and Malware Detection on a Large Scale
Abstract. The complexity of modern network architectures and the epidemic diffusion of malware require collaborative approaches for defense. We present a novel distributed system ...
Mirco Marchetti, Michele Messori, Michele Colajann...