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COLT
2004
Springer
15 years 10 months ago
Regret Bounds for Hierarchical Classification with Linear-Threshold Functions
We study the problem of classifying data in a given taxonomy when classifications associated with multiple and/or partial paths are allowed. We introduce an incremental algorithm u...
Nicolò Cesa-Bianchi, Alex Conconi, Claudio ...
ATAL
2006
Springer
15 years 10 months ago
TacTex-05: An Adaptive Agent for TAC SCM
Supply chains are ubiquitous in the manufacturing of many complex products. Traditionally, supply chains have been created through the interactions of human representatives of the ...
David Pardoe, Peter Stone, Mark Van Middlesworth
142
Voted
CSB
2004
IEEE
154views Bioinformatics» more  CSB 2004»
15 years 10 months ago
Multi-Knockout Genetic Network Analysis: The Rad6 Example
A novel and rigorous Multi-perturbation Shapley Value Analysis (MSA) method has been recently presented [12]. The method addresses the challenge of defining and calculating the fu...
Alon Kaufman, Martin Kupiec, Eytan Ruppin
CLEAR
2006
Springer
196views Biometrics» more  CLEAR 2006»
15 years 10 months ago
PittPatt Face Detection and Tracking for the CLEAR 2006 Evaluation
Abstract. This paper describes Pittsburgh Pattern Recognition's participation in the face detection and tracking tasks for the CLEAR 2006 evaluation. We first give a system ov...
Michael C. Nechyba, Henry Schneiderman
ECML
2006
Springer
15 years 10 months ago
Learning in One-Shot Strategic Form Games
Abstract. We propose a machine learning approach to action prediction in oneshot games. In contrast to the huge literature on learning in games where an agent's model is deduc...
Alon Altman, Avivit Bercovici-Boden, Moshe Tennenh...
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