137 search results - page 25 / 28 » Sparse Semi-supervised Learning Using Conjugate Functions |
120
Voted
DSMML
2004
Springer
15 years 7 months ago
2004
Springer
Abstract. Gaussian process prior systems generally consist of noisy measurements of samples of the putatively Gaussian process of interest, where the samples serve to constrain the...
107
Voted
COLT
2006
Springer
15 years 6 months ago
2006
Springer
We study the average number of well-chosen labeled examples that are required for a helpful teacher to uniquely specify a target function within a concept class. This "average...
141
Voted
ICMLA
2009
14 years 12 months ago
2009
This paper introduces a new algorithm, namely the EquiCorrelation Network (ECON), to perform supervised classification, and regression. ECON is a kernelized LARS-like algorithm, b...
218
Voted
COMPGEOM
2011
ACM
14 years 5 months ago
2011
ACM
Starting with a similarity function between objects, it is possible to define a distance metric (the kernel distance) on pairs of objects, and more generally on probability distr...
110
Voted
ICCV
2007
IEEE
16 years 4 months ago
2007
IEEE
Recent approaches to action classification in videos have used sparse spatio-temporal words encoding local appearance around interesting movements. Most of these approaches use a ...