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EUROCOLT
1999
Springer
15 years 11 months ago
Query by Committee, Linear Separation and Random Walks
Abstract. Recent works have shown the advantage of using Active Learning methods, such as the Query by Committee (QBC) algorithm, to various learning problems. This class of Algori...
Ran Bachrach, Shai Fine, Eli Shamir
TOOLS
1999
IEEE
15 years 11 months ago
Associations as a Language Construct
stone in the object-oriented paradigm is the abstraction mechanisms transcending analysis, design, and implementation. The notions of class, object, behaviour, and inheritance are...
Kasper Østerbye
147
Voted
IWANN
1999
Springer
15 years 11 months ago
Support Vector Machines for Multi-class Classification
Abstract: Support vector machines (SVMs) are primarily designed for 2-class classification problems. Although in several papers it is mentioned that the combination of K SVMs can b...
Eddy Mayoraz, Ethem Alpaydin
RANDOM
1999
Springer
15 years 11 months ago
Approximation of Multi-color Discrepancy
Abstract. In this article we introduce (combinatorial) multi{color discrepancy and generalize some classical results from 2{color discrepancy theory to ccolors. We give a recursive...
Benjamin Doerr, Anand Srivastav
IPPS
1998
IEEE
15 years 11 months ago
Network-Aware Distributed Computing: A Case Study
Abstract. The development of network-aware applications, i.e. applications that dynamically adapt to network conditions, has had some success in the domain of multimedia applicatio...
Hongsuda Tangmunarunkit, Peter Steenkiste