701 search results - page 41 / 141 » Self Bounding Learning Algorithms |
116
Voted
JMLR
2011
14 years 7 months ago
2011
In this paper the sequential prediction problem with expert advice is considered for the case where losses of experts suffered at each step cannot be bounded in advance. We presen...
92
Voted
IJIS
2008
15 years 16 days ago
2008
Abstract: Fuzzy multiset is applicable as a model of information retrieval because it has the mathematical structure which expresses the number and the degree of attribution of an ...
94
Voted
FOCS
2002
IEEE
15 years 5 months ago
2002
IEEE
We consider the problem of learning a matching (i.e., a graph in which all vertices have degree 0 or 1) in a model where the only allowed operation is to query whether a set of ve...
120
Voted
COLT
2006
Springer
15 years 4 months ago
2006
Springer
We describe a novel framework for the design and analysis of online learning algorithms based on the notion of duality in constrained optimization. We cast a sub-family of universa...
85
Voted
ICPR
2004
IEEE
16 years 1 months ago
2004
IEEE
"Learning with side-information" is attracting more and more attention in machine learning problems. In this paper, we propose a general iterative framework for relevant...