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» Value and the information market
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ALT
2010
Springer
15 years 7 months ago
Bayesian Active Learning Using Arbitrary Binary Valued Queries
We explore a general Bayesian active learning setting, in which the learner can ask arbitrary yes/no questions. We derive upper and lower bounds on the expected number of queries r...
Liu Yang, Steve Hanneke, Jaime G. Carbonell
AAAI
2006
15 years 7 months ago
A Value Theory of Meta-Learning Algorithms
We use game theory to analyze meta-learning algorithms. The objective of meta-learning is to determine which algorithm to apply on a given task. This is an instance of a more gene...
Abraham Bagherjeiran
BMCBI
2010
124views more  BMCBI 2010»
15 years 6 months ago
The value of position-specific priors in motif discovery using MEME
Background: Position-specific priors have been shown to be a flexible and elegant way to extend the power of Gibbs sampler-based motif discovery algorithms. Information of many ty...
Timothy L. Bailey, Mikael Bodén, Tom Whitin...
ORL
2006
98views more  ORL 2006»
15 years 6 months ago
The communication complexity of private value single-item auctions
This paper is concerned with information revelation in single-item auctions. We compute how much data needs to be transmitted in three strategically equivalent auctions--the Vickr...
Elena Grigorieva, P. Jean-Jacques Herings, Rudolf ...
ATAL
2009
Springer
16 years 28 days ago
An agent-based commodity trading simulation
In this paper, an event-centric commodity trading simulation powered by the multiagent framework is presented. The purpose of this simulation platform is for training novice trade...
Shih-Fen Cheng, Yee Pin Lim, Chao-Chih Liu