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JMLR
2010
198views more  JMLR 2010»
15 years 2 months ago
On Learning with Integral Operators
A large number of learning algorithms, for example, spectral clustering, kernel Principal Components Analysis and many manifold methods are based on estimating eigenvalues and eig...
Lorenzo Rosasco, Mikhail Belkin, Ernesto De Vito
COLING
2010
14 years 11 months ago
Multi-Sentence Compression: Finding Shortest Paths in Word Graphs
We consider the task of summarizing a cluster of related sentences with a short sentence which we call multi-sentence compression and present a simple approach based on shortest p...
Katja Filippova
SOCIALCOM
2010
15 years 2 months ago
Graph Comparison Using Fine Structure Analysis
We introduce a novel technique for comparing graphs using the structure of their subgraphs, which we call a graph's fine structure. Our technique compares graphs using the ear...
Owen Macindoe, Whitman Richards
TVCG
2010
180views more  TVCG 2010»
15 years 2 months ago
Result-Driven Exploration of Simulation Parameter Spaces for Visual Effects Design
—Graphics artists commonly employ physically-based simulation for the generation of effects such as smoke, explosions, and similar phenomena. The task of finding the correct par...
Stefan Bruckner, Torsten Möller
ECOWS
2010
Springer
15 years 2 months ago
Shepherd: node monitors for fault-tolerant distributed process execution in OSIRIS
OSIRIS is a middleware for the composition and orchestration of distributed web services that follows a P2P decentralized approach to process execution, providing already some deg...
Diego Milano, Nenad Stojnic