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STOC
1997
ACM
97views Algorithms» more  STOC 1997»
13 years 11 months ago
Using and Combining Predictors That Specialize
Abstract. We study online learning algorithms that predict by combining the predictions of several subordinate prediction algorithms, sometimes called “experts.” These simple a...
Yoav Freund, Robert E. Schapire, Yoram Singer, Man...
HICSS
1999
IEEE
95views Biometrics» more  HICSS 1999»
13 years 11 months ago
Electronic Trading in On-line Delivered Content
Electronically traded On-line Delivered Content (ODC) is data, information, and knowledge traded on the Internet or through other on-line means. ODC includes on-line newspapers, m...
Claudia Löbbecke
COMPSAC
2002
IEEE
14 years 13 days ago
Using RAIC for Dependable On-line Upgrading of Distributed Systems
Redundant Arrays of Independent Components (RAIC) is a technology that uses groups of similar or identical distributed components to provide dependable services [1,2,3]. RAIC allo...
Chang Liu, Debra J. Richardson
COLT
2004
Springer
14 years 26 days ago
Online Geometric Optimization in the Bandit Setting Against an Adaptive Adversary
We give an algorithm for the bandit version of a very general online optimization problem considered by Kalai and Vempala [1], for the case of an adaptive adversary. In this proble...
H. Brendan McMahan, Avrim Blum
FSKD
2008
Springer
157views Fuzzy Logic» more  FSKD 2008»
13 years 8 months ago
Recommended or Not? Give Advice on Online Products
This paper introduces an opinion judgment system that automatically gives advice on whether to recommend this product and furthermore provides corresponding reasons. The core task...
Bing Qin, Yanyan Zhao, Leilei Gao, Ting Liu