6279 search results - page 95 / 1256 » Studies in Solution Sampling |
155
Voted
FOCM
2008
15 years 2 months ago
2008
We investigate the problem of reconstructing sparse multivariate trigonometric polynomials from few randomly taken samples by Basis Pursuit and greedy algorithms such as Orthogona...
101
Voted
DM
2007
15 years 2 months ago
2007
In this note we continue the study of gaps in samples of geometric random variables originated in Hitczenko and Knopfmacher [Gap-free compositions and gap-free samples of geometri...
112
Voted
IJDLS
2010
15 years 18 hour ago
2010
Data acquisition is a major concern in text classification. The excessive human efforts required by conventional methods to build up quality training collection might not always b...
103
Voted
CORR
2011
Springer
14 years 9 months ago
2011
Springer
In this paper, we study a simple correlation-based strategy for estimating the unknown delay and amplitude of a signal based on a small number of noisy, randomly chosen frequency-...
157
Voted
JMLR
2012
13 years 5 months ago
2012
We study the prevalent problem when a test distribution differs from the training distribution. We consider a setting where our training set consists of a small number of sample d...