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DSMML
2004
Springer
15 years 8 months ago
Understanding Gaussian Process Regression Using the Equivalent Kernel
The equivalent kernel [1] is a way of understanding how Gaussian process regression works for large sample sizes based on a continuum limit. In this paper we show how to approximat...
Peter Sollich, Christopher K. I. Williams
115
Voted
IWCIA
2004
Springer
15 years 8 months ago
An Efficient Euclidean Distance Transform
Within image analysis the distance transform has many applications. The distance transform measures the distance of each object point from the nearest boundary. For ease of computa...
Donald G. Bailey
143
Voted
KES
2004
Springer
15 years 8 months ago
Fuzzy Kolmogorov's Network
A spline-based modification of the previously developed Neuro-Fuzzy Kolmogorov's Network (NFKN) is proposed. In order to improve the approximation accuracy, cubic B-splines ar...
Vitaliy Kolodyazhniy, Yevgeniy Bodyanskiy
113
Voted
DATE
2002
IEEE
104views Hardware» more  DATE 2002»
15 years 8 months ago
Closed-Form Crosstalk Noise Metrics for Physical Design Applications
In this paper we present efficient closed-form formulas to estimate capacitive coupling-induced crosstalk noise for distributed RC coupling trees. The efficiency of our approach...
Lauren Hui Chen, Malgorzata Marek-Sadowska
INFOCOM
2002
IEEE
15 years 8 months ago
Optimal on-line estimation of the size of a dynamic multicast group
Abstract—In this paper we propose an efficient on-line estimation algorithm for determining the size of a dynamic multicast group. By using diffusion approximation and Kalman ...
Sara Alouf, Eitan Altman, Philippe Nain