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EUROCOLT
1999
Springer
15 years 8 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 8 months ago
A Linguistic Characterization of Bounded Oracle Computation and Probabilistic Polynomial Time
We present a higher-order functional notation for polynomial-time computation with arbitrary 0; 1-valued oracle. This provides a linguistic characterization for classes such as np...
John C. Mitchell, Mark Mitchell, Andre Scedrov
MICCAI
1999
Springer
15 years 8 months ago
Quantitative Comparison of Sinc-Approximating Kernels for Medical Image Interpolation
Interpolation is required in many medical image processing operations. From sampling theory, it follows that the ideal interpolation kernel is the sinc function, which is of infin...
Erik H. W. Meijering, Wiro J. Niessen, Josien P. W...
ICC
1997
IEEE
108views Communications» more  ICC 1997»
15 years 8 months ago
Overflow Probability in an ATM Queue with Self-Similar Input Traffic
Real measurements in high-speed communications networks have recently shown that traffic may demonstrate properties of long-range dependency peculiar to self-similar stochastic pr...
Boris Tsybakov, Nicolas D. Georganas
WADT
1998
Springer
15 years 8 months ago
Complete Strategies for Term Graph Narrowing
Abstract. Narrowing is a method for solving equations in the equational theories of term rewriting systems. Unification and rewriting, the central operations in narrowing, are ofte...
Annegret Habel, Detlef Plump