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STACS
1999
Springer
13 years 9 months ago
Supporting Increment and Decrement Operations in Balancing Networks
William Aiello, Costas Busch, Maurice Herlihy, Mar...
EUROPAR
2000
Springer
13 years 8 months ago
A Combinatorial Characterization of Properties Preserved by Antitokens
Balancing networks are highly distributed data structures used to solve multiprocessor synchronization problems. Typically, balancing networks are accessed by tokens, and the distr...
Costas Busch, Neophytos Demetriou, Maurice Herlihy...
TNN
2010
159views Management» more  TNN 2010»
12 years 11 months ago
Multiple incremental decremental learning of support vector machines
We propose a multiple incremental decremental algorithm of Support Vector Machine (SVM). Conventional single incremental decremental SVM can update the trained model efficiently w...
Masayuki Karasuyama, Ichiro Takeuchi
ICANN
2007
Springer
13 years 11 months ago
Incremental and Decremental Learning for Linear Support Vector Machines
Abstract. We present a method to find the exact maximal margin hyperplane for linear Support Vector Machines when a new (existing) component is added (removed) to (from) the inner...
Enrique Romero, Ignacio Barrio, Lluís Belan...
JMLR
2006
131views more  JMLR 2006»
13 years 4 months ago
Incremental Support Vector Learning: Analysis, Implementation and Applications
Incremental Support Vector Machines (SVM) are instrumental in practical applications of online learning. This work focuses on the design and analysis of efficient incremental SVM ...
Pavel Laskov, Christian Gehl, Stefan Krüger, ...