1413 search results - page 33 / 283 » A Theory for Memory-Based Learning |
156
click to vote
IJCV
2007
15 years 4 months ago
2007
In this paper, we study face hallucination, or synthesizing a high-resolution face image from an input low-resolution image, with the help of a large collection of other high-reso...
137
click to vote
CORR
2010
Springer
15 years 4 months ago
2010
Springer
In this paper we survey the primary research, both theoretical and applied, in the area of Robust Optimization (RO). Our focus is on the computational attractiveness of RO approac...
106
click to vote
IADIS
2004
15 years 6 months ago
2004
E-Cases is an innovative approach to management development. Traditional case studies typically describe a decision or a problem in a real-life setting. E-Cases encourage students...
143
Voted
ECML
2006
Springer
15 years 8 months ago
2006
Springer
This paper studies the PAC and agnostic PAC learnability of some standard function classes in the learning in higher-order logic setting introduced by Lloyd et al. In particular, i...
132
click to vote
ICML
2010
IEEE
15 years 5 months ago
2010
IEEE
A learning problem might have several measures of complexity (e.g., norm and dimensionality) that affect the generalization error. What is the interaction between these complexiti...