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JMLR
2010
101views more  JMLR 2010»
14 years 4 months ago
Efficient Reductions for Imitation Learning
Imitation Learning, while applied successfully on many large real-world problems, is typically addressed as a standard supervised learning problem, where it is assumed the trainin...
Stéphane Ross, Drew Bagnell
CORR
2011
Springer
168views Education» more  CORR 2011»
14 years 1 months ago
Link Prediction by De-anonymization: How We Won the Kaggle Social Network Challenge
— This paper describes the winning entry to the IJCNN 2011 Social Network Challenge run by Kaggle.com. The goal of the contest was to promote research on realworld link predictio...
Arvind Narayanan, Elaine Shi, Benjamin I. P. Rubin...
POPL
2008
ACM
15 years 10 months ago
A theory of contracts for web services
Contracts are behavioural descriptions of Web services. We devise a theory of contracts that formalises the compatibility of a client to a service, and the safe replacement of a s...
Giuseppe Castagna, Nils Gesbert, Luca Padovani
IISWC
2009
IEEE
15 years 4 months ago
Understanding PARSEC performance on contemporary CMPs
PARSEC is a reference application suite used in industry and academia to assess new Chip Multiprocessor (CMP) designs. No investigation to date has profiled PARSEC on real hardwa...
Major Bhadauria, Vincent M. Weaver, Sally A. McKee
MHCI
2009
Springer
15 years 4 months ago
The mobile Oracle: a tool for early user involvement
This paper describes a novel tool for eliciting user requirements early in the design process of mobile applications. The “Mobile Oracle”, as we have called it, is intended to...
Charlotte Magnusson, Martin Pielot, Margarita Anas...