1

Moving least-square method in learning theory

Year:
2010
Language:
english
File:
PDF, 678 KB
english, 2010
3

Logistic classification with varying Gaussians

Year:
2011
Language:
english
File:
PDF, 290 KB
english, 2011
4

Parzen windows for multi-class classification

Year:
2008
Language:
english
File:
PDF, 669 KB
english, 2008
5

The consistency of multicategory support vector machines

Year:
2006
Language:
english
File:
PDF, 326 KB
english, 2006
6

Learning with varying insensitive loss

Year:
2011
Language:
english
File:
PDF, 224 KB
english, 2011
7

A new comparison theorem on conditional quantiles

Year:
2012
Language:
english
File:
PDF, 216 KB
english, 2012
8

Conditional quantiles with varying Gaussians

Year:
2013
Language:
english
File:
PDF, 359 KB
english, 2013
10

The Convergence Rate for a K-Functional in Learning Theory

Year:
2010
Language:
english
File:
PDF, 169 KB
english, 2010
11

ERM Scheme for Quantile Regression

Year:
2013
Language:
english
File:
PDF, 147 KB
english, 2013
13

Statistical consistency of coefficient-based conditional quantile regression

Year:
2016
Language:
english
File:
PDF, 328 KB
english, 2016
16

Thresholded spectral algorithms for sparse approximations

Year:
2017
Language:
english
File:
PDF, 307 KB
english, 2017