376 search results - page 5 / 76 » On the Advice Complexity of Online Problems |
JMLR
2011
14 years 4 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...
72
Voted
COLT
1997
Springer
15 years 1 months ago
1997
Springer
We relate two problems that have been explored in two distinct communities. The first is the problem of combining expert advice, studied extensively in the computational learning...
98
Voted
ACMICEC
2006
ACM
15 years 3 months ago
2006
ACM
This paper covers the research problem of supporting users' decision making in E-Commerce systems with complex choices, and design of an Adaptive Decision Support System (ADS...
JMLR
2008
14 years 9 months ago
2008
We describe and analyze an algorithmic framework for online classification where each online trial consists of multiple prediction tasks that are tied together. We tackle the prob...
80
Voted
MFCS
2010
Springer
14 years 8 months ago
2010
Springer
Abstract. What is information? Frequently spoken about in many contexts, yet nobody has ever been able to define it with mathematical rigor. The best we are left with so far is th...