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EUROCOLT
1999
Springer
15 years 11 months ago
Regularized Principal Manifolds
Many settings of unsupervised learning can be viewed as quantization problems — the minimization of the expected quantization error subject to some restrictions. This allows the ...
Alex J. Smola, Robert C. Williamson, Sebastian Mik...
FOCS
1998
IEEE
15 years 11 months ago
Quantum Lower Bounds by Polynomials
We examine the number T of queries that a quantum network requires to compute several Boolean functions on f0;1gN in the black-box model. We show that, in the blackbox model, the ...
Robert Beals, Harry Buhrman, Richard Cleve, Michel...
KDD
1999
ACM
193views Data Mining» more  KDD 1999»
15 years 11 months ago
Data Mining of User Navigation Patterns
Abstract. We propose a data mining model that captures the user navigation behaviour patterns. The user navigation sessions are modelled as a hypertext probabilistic grammar whose ...
José Borges, Mark Levene
ICCAD
1996
IEEE
86views Hardware» more  ICCAD 1996»
15 years 10 months ago
Tearing based automatic abstraction for CTL model checking
Based Automatic Abstraction for CTL Model Checking Woohyuk Lee Abelardo Pardo Jae-Young Jang Gary Hachtel Fabio Somenzi University of Colorado ECEN Campus Box 425 Boulder, CO, 8030...
Woohyuk Lee, Abelardo Pardo, Jae-Young Jang, Gary ...
DAC
1996
ACM
15 years 10 months ago
Methodology and Tools for State Encoding in Asynchronous Circuit Synthesis
This paper proposes a state encoding method for asynchronous circuits based on the theory of regions. A region in a Transition System is a set of states that "behave uniforml...
Jordi Cortadella, Michael Kishinevsky, Alex Kondra...