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STOC
1993
ACM
87views Algorithms» more  STOC 1993»
13 years 9 months ago
How to use expert advice
We analyze algorithms that predict a binary value by combining the predictions of several prediction strategies, called experts. Our analysis is for worst-case situations, i.e., we...
Nicolò Cesa-Bianchi, Yoav Freund, David P. ...
COLT
2008
Springer
13 years 6 months ago
Combining Expert Advice Efficiently
We show how models for prediction with expert advice can be defined concisely and clearly using hidden Markov models (HMMs); standard HMM algorithms can then be used to efficientl...
Wouter M. Koolen, Steven de Rooij
WEBI
2005
Springer
13 years 10 months ago
Providing Expert Advice by Analogy for On-Line Help
One of the principal problems of online help is the mismatch between the specialized knowledge and technical vocabulary of experts who are providing the help, and the relative naÃ...
Henry Lieberman, Ashwani Kumar
ALT
2005
Springer
14 years 1 months ago
Defensive Universal Learning with Experts
This paper shows how universal learning can be achieved with expert advice. To this aim, we specify an experts algorithm with the following characteristics: (a) it uses only feedba...
Jan Poland, Marcus Hutter
CHI
2010
ACM
13 years 8 months ago
Remote skincare advice system using life logs
Many women find it difficult to maintain beautiful skin since different skincare approaches require different amounts of effort, time, and special knowledge. Women often ask exper...
Maki Nakagawa, Koji Tsukada, Itiro Siio