77 search results - page 5 / 16 » Approximating Functions From Sampled Fourier Data Using Spli... |
133
Voted
CSDA
2008
15 years 3 months ago
2008
A Bayesian approach to analyze the modes of variation in a set of curves is suggested. It is based on a generative model thus allowing for noisy and sparse observations of curves....
127
Voted
VC
2008
15 years 3 months ago
2008
Abstract We propose a method for non-uniform reconstruction of 3D scalar data. Typically, radial basis functions, trigonometric polynomials or shift-invariant functions are used in...
149
Voted
GRAPHITE
2003
ACM
15 years 9 months ago
2003
ACM
This paper shows that scattered range data can be smoothed at low cost by fitting a Radial Basis Function (RBF) to the data and convolving with a smoothing kernel (low pass filt...
207
Voted
JMLR
2012
13 years 6 months ago
2012
We consider the task of estimating, from observed data, a probabilistic model that is parameterized by a finite number of parameters. In particular, we are considering the situat...
129
Voted
RECOMB
2002
Springer
16 years 4 months ago
2002
Springer
We present algorithms for time-series gene expression analysis that permit the principled estimation of unobserved timepoints, clustering, and dataset alignment. Each expression p...