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» A Formalization of Polytime Functions
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DATE
2007
IEEE
80views Hardware» more  DATE 2007»
15 years 10 months ago
Engineering trust with semantic guardians
The ability to guarantee the functional correctness of digital integrated circuits and, in particular, complex microprocessors, is a key task in the production of secure and trust...
Ilya Wagner, Valeria Bertacco
ICDT
2005
ACM
95views Database» more  ICDT 2005»
15 years 9 months ago
Semantics of Data Streams and Operators
What does a data stream mean? Much of the extensive work on query operators and query processing for data streams has proceeded without the benefit of an answer to this question. ...
David Maier, Jin Li, Peter A. Tucker, Kristin Tuft...
ISMIR
2004
Springer
118views Music» more  ISMIR 2004»
15 years 9 months ago
Learning to Align Polyphonic Music
We describe an efficient learning algorithm for aligning a symbolic representation of a musical piece with its acoustic counterpart. Our method employs a supervised learning appr...
Shai Shalev-Shwartz, Joseph Keshet, Yoram Singer
ICML
1996
IEEE
15 years 8 months ago
A Convergent Reinforcement Learning Algorithm in the Continuous Case: The Finite-Element Reinforcement Learning
This paper presents a direct reinforcement learning algorithm, called Finite-Element Reinforcement Learning, in the continuous case, i.e. continuous state-space and time. The eval...
Rémi Munos
HUMO
2000
Springer
15 years 7 months ago
Specialized Mappings and the Estimation of Human Body Pose from a Single Image
We present an approach for recovering articulated body pose from single monocular images using the Specialized Mappings Architecture (SMA), a non-linear supervised learning archit...
Rómer Rosales, Stan Sclaroff