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106
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ALT
2006
Springer
15 years 9 months ago
Active Learning in the Non-realizable Case
Most of the existing active learning algorithms are based on the realizability assumption: The learner’s hypothesis class is assumed to contain a target function that perfectly c...
Matti Kääriäinen
104
Voted
ECTEL
2009
Springer
15 years 7 months ago
Grid Service-Based Benchmarking Tool for Computer Architecture Courses
Benchmarking for educational purposes in the context of computer science can be hindered by the low number and the homogeneity of machines to be assessed, and the inaccuracy of the...
Carlos Alario-Hoyos, Eduardo Gómez-Sá...
213
Voted
DOCENG
2011
ACM
14 years 15 days ago
Contributions to the study of SMS spam filtering: new collection and results
The growth of mobile phone users has lead to a dramatic increasing of SMS spam messages. In practice, fighting mobile phone spam is difficult by several factors, including the lo...
Tiago A. Almeida, José María G&oacut...
CSFW
2011
IEEE
14 years 16 days ago
Regret Minimizing Audits: A Learning-Theoretic Basis for Privacy Protection
Abstract—Audit mechanisms are essential for privacy protection in permissive access control regimes, such as in hospitals where denying legitimate access requests can adversely a...
Jeremiah Blocki, Nicolas Christin, Anupam Datta, A...
124
Voted
ICML
2009
IEEE
16 years 1 months ago
Approximate inference for planning in stochastic relational worlds
Relational world models that can be learned from experience in stochastic domains have received significant attention recently. However, efficient planning using these models rema...
Tobias Lang, Marc Toussaint