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COLT
2005
Springer
14 years 4 months ago
Stability and Generalization of Bipartite Ranking Algorithms
The problem of ranking, in which the goal is to learn a real-valued ranking function that induces a ranking or ordering over an instance space, has recently gained attention in mac...
Shivani Agarwal, Partha Niyogi
COLT
2005
Springer
14 years 4 months ago
Learning a Hidden Hypergraph
We consider the problem of learning a hypergraph using edge-detecting queries. In this model, the learner may query whether a set of vertices induces an edge of the hidden hypergr...
Dana Angluin, Jiang Chen
COLT
2005
Springer
14 years 4 months ago
A PAC-Style Model for Learning from Labeled and Unlabeled Data
Abstract. There has been growing interest in practice in using unlabeled data together with labeled data in machine learning, and a number of different approaches have been develo...
Maria-Florina Balcan, Avrim Blum
DMG
2005
Springer
14 years 4 months ago
RRS: Replica Registration Service for Data Grids
Over the last few years various scientific experiments and Grid projects have developed different catalogs for keeping track of their data files. Some projects use specialized ...
Arie Shoshani, Alex Sim, Kurt Stockinger
DSVIS
2005
Springer
14 years 4 months ago
Solving the Mapping Problem in User Interface Design by Seamless Integration in IdealXML
The mapping problem has been defined as the way to map models involved throughout the development life cycle of user interfaces. Model-based design of user interfaces has followed ...
Francisco Montero, Víctor López-Jaqu...