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COLT
2008
Springer
15 years 9 months ago
How Local Should a Learning Method Be?
We consider the question of why modern machine learning methods like support vector machines outperform earlier nonparametric techniques like kNN. Our approach investigates the lo...
Alon Zakai, Yaacov Ritov
CSL
2008
Springer
15 years 9 months ago
An Optimal Strategy Improvement Algorithm for Solving Parity and Payoff Games
This paper presents a novel strategy improvement algorithm for parity and payoff games, which is guaranteed to select, in each improvement step, an optimal combination of local str...
Sven Schewe
DOCENG
2008
ACM
15 years 9 months ago
Merging changes in XML documents using reliable context fingerprints
Different dialects of XML have emerged as ubiquitous document exchange formats. For effective collaboration based on such documents, the capability to propagate edit operations pe...
Sebastian Rönnau, Christian Pauli, Uwe M. Bor...
ERLANG
2008
ACM
15 years 9 months ago
Testing Erlang data types with quviq quickcheck
When creating software, data types are the basic bricks. Most of the time a programmer will use data types defined in library modules, therefore being tested by many users over ma...
Thomas Arts, Laura M. Castro, John Hughes
ETVC
2008
15 years 9 months ago
Shape from Depth Discontinuities
We present a new method for reconstructing the 3-D surface of an opaque object from the motion of its depth discontinuities, when viewed under orthographic projection as the objec...
Gabriel Taubin, Daniel E. Crispell, Douglas Lanman...