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ICML
2008
IEEE
16 years 7 months ago
Predicting diverse subsets using structural SVMs
In many retrieval tasks, one important goal involves retrieving a diverse set of results (e.g., documents covering a wide range of topics for a search query). First of all, this r...
Yisong Yue, Thorsten Joachims
ICML
2005
IEEE
16 years 7 months ago
Finite time bounds for sampling based fitted value iteration
In this paper we consider sampling based fitted value iteration for discounted, large (possibly infinite) state space, finite action Markovian Decision Problems where only a gener...
Csaba Szepesvári, Rémi Munos
ICML
2003
IEEE
16 years 7 months ago
An Analysis of Rule Evaluation Metrics
In this paper we analyze the most popular evaluation metrics for separate-and-conquer rule learning algorithms. Our results show that all commonly used heuristics, including accur...
Johannes Fürnkranz, Peter A. Flach
WWW
2005
ACM
16 years 7 months ago
Modeling the author bias between two on-line computer science citation databases
We examine the difference and similarities between two online computer science citation databases DBLP and CiteSeer. The database entries in DBLP are inserted manually while the C...
Vaclav Petricek, Ingemar J. Cox, Hui Han, Isaac G....
RECOMB
2003
Springer
16 years 7 months ago
Towards optimally multiplexed applications of universal DNA tag systems
We study a design and optimization problem that occurs, for example, when single nucleotide polymorphisms (SNPs) are to be genotyped using a universal DNA tag array. The problem o...
Amir Ben-Dor, Tzvika Hartman, Benno Schwikowski, R...