1427 search results - page 122 / 286 » Learning with Annotation Noise |
130
click to vote
ICML
2005
IEEE
16 years 4 months ago
2005
IEEE
This paper presents an algorithm to estimate simultaneously both mean and variance of a non parametric regression problem. The key point is that we are able to estimate variance l...
108
Voted
ICML
2003
IEEE
16 years 4 months ago
2003
IEEE
Over the past few years, a number of approximate inference algorithms for networked data have been put forth. We empirically compare the performance of three of the popular algori...
111
Voted
ICML
2001
IEEE
16 years 4 months ago
2001
IEEE
In this paper, we propose a unified non-quadratic loss function for regression known as soft insensitive loss function (SILF). SILF is a flexible model and possesses most of the d...
108
Voted
GECCO
2003
Springer
15 years 9 months ago
2003
Springer
Abstract. Although it is known from GA literature that proportionate selection is subject to many pitfalls, the LCS community somewhat adhered to proportionate selection. Also in t...
125
Voted
COLT
2006
Springer
15 years 7 months ago
2006
Springer
We address the problem of online de-noising a stream of input points. We assume that the clean data is embedded in a linear subspace. We present two online algorithms for tracking ...