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» Degrees and choice numbers
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NIPS
2007
13 years 8 months ago
Active Preference Learning with Discrete Choice Data
We propose an active learning algorithm that learns a continuous valuation model from discrete preferences. The algorithm automatically decides what items are best presented to an...
Eric Brochu, Nando de Freitas, Abhijeet Ghosh
ICMAS
1998
13 years 8 months ago
An Adaptive Choice of Messaging Protocol in Multi Agent Systems
abstract, form of this problem, we use a mathematical analysis to show that three different messaging protocols result in varying message loads, depending on certain parameters suc...
Chris Preist, Siani Pearson
NIPS
2000
13 years 8 months ago
Automatic Choice of Dimensionality for PCA
A central issue in principal component analysis (PCA) is choosing the number of principal components to be retained. By interpreting PCA as density estimation, this paper shows ho...
Thomas P. Minka
JUCS
2010
151views more  JUCS 2010»
13 years 2 months ago
A Semantic Wiki Framework for Reconciling Conflict Collaborations Based on Selecting Consensus Choice
: Semantic wikis have been regarded as an important collaboration tool among a number of experts from multiple domains. This wiki platform can play a role of collaborative knowledg...
Dosam Hwang, Ngoc Thanh Nguyen, Jason J. Jung, Abo...
MP
2010
150views more  MP 2010»
13 years 2 months ago
The algebraic degree of semidefinite programming
Given a generic semidefinite program, specified by matrices with rational entries, each coordinate of its optimal solution is an algebraic number. We study the degree of the minima...
Jiawang Nie, Kristian Ranestad, Bernd Sturmfels