82 search results - page 3 / 17 » Almost Random Projection Machine |
84
Voted
ALT
2007
Springer
15 years 6 months ago
2007
Springer
In this paper, we address the issue of learning nonlinearly separable concepts with a kernel classifier in the situation where the data at hand are altered by a uniform classific...
JAIR
2006
14 years 9 months ago
2006
We characterize the search landscape of random instances of the job shop scheduling problem (JSP). Specifically, we investigate how the expected values of (1) backbone size, (2) d...
80
Voted
CORR
2008
Springer
14 years 9 months ago
2008
Springer
We prove that every computably enumerable (c.e.) random real is provable in Peano Arithmetic (PA) to be c.e. random. A major step in the proof is to show that the theorem stating ...
SDM
2010
SIAM
14 years 7 months ago
2010
SIAM
The recent years have witnessed a surge of interests in Nonnegative Matrix Factorization (NMF) in data mining and machine learning fields. Despite its elegant theory and empirical...
95
Voted
ALT
2007
Springer
15 years 6 months ago
2007
Springer
It has been recently shown that calibration with an error less than ∆ > 0 is almost surely guaranteed with a randomized forecasting algorithm, where forecasts are obtained by...