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» A Formal Theory of Key Conjuring
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COLT
2006
Springer
13 years 11 months ago
Discriminative Learning Can Succeed Where Generative Learning Fails
Generative algorithms for learning classifiers use training data to separately estimate a probability model for each class. New items are classified by comparing their probabiliti...
Philip M. Long, Rocco A. Servedio
NIPS
2004
13 years 8 months ago
Similarity and Discrimination in Classical Conditioning: A Latent Variable Account
We propose a probabilistic, generative account of configural learning phenomena in classical conditioning. Configural learning experiments probe how animals discriminate and gener...
Aaron C. Courville, Nathaniel D. Daw, David S. Tou...
ACTA
2007
96views more  ACTA 2007»
13 years 7 months ago
Recursive Petri nets
Abstract. In order to design and analyse complex systems, modelers need formal models with two contradictory requirements: a high expressivity and the decidability of behavioural p...
Serge Haddad, Denis Poitrenaud
PPDP
2005
Springer
14 years 27 days ago
Isolation-only transactions by typing and versioning
In this paper we design a language and runtime support for isolation-only, multithreaded transactions (called tasks). Tasks allow isolation to be declared instead of having to be ...
Pawel T. Wojciechowski
PTS
2008
123views Hardware» more  PTS 2008»
13 years 8 months ago
Model-Based Firewall Conformance Testing
Firewalls are a cornerstone of todays security infrastructure for networks. Their configuration, implementing a firewall policy, is inherently complex, hard to understand, and diff...
Achim D. Brucker, Lukas Brügger, Burkhart Wol...