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» Applying Learning by Examples for Digital Design Automation
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DATE
2005
IEEE
152views Hardware» more  DATE 2005»
14 years 1 months ago
Design of Fault-Tolerant and Dynamically-Reconfigurable Microfluidic Biochips
Technology Roadmap for Semiconductors (ITRS) clearly identifies the integration of electrochemical and electrobiological techniques as one of the system-level design challenges tha...
Fei Su, Krishnendu Chakrabarty
FOCS
2005
IEEE
14 years 1 months ago
Mechanism Design via Machine Learning
We use techniques from sample-complexity in machine learning to reduce problems of incentive-compatible mechanism design to standard algorithmic questions, for a wide variety of r...
Maria-Florina Balcan, Avrim Blum, Jason D. Hartlin...
AAAI
2008
13 years 9 months ago
Multi-View Local Learning
The idea of local learning, i.e., classifying a particular example based on its neighbors, has been successfully applied to many semi-supervised and clustering problems recently. ...
Dan Zhang, Fei Wang, Changshui Zhang, Tao Li
EMSOFT
2007
Springer
14 years 1 months ago
A communication synthesis infrastructure for heterogeneous networked control systems and its application to building automation
In networked control systems the controller of a physicallydistributed plant is implemented as a collection of tightlyinteracting, concurrent processes running on a distributed ex...
Alessandro Pinto, Luca P. Carloni, Alberto L. Sang...
MLDM
2009
Springer
14 years 1 days ago
Assisting Data Mining through Automated Planning
The induction of knowledge from a data set relies in the execution of multiple data mining actions: to apply filters to clean and select the data, to train different algorithms (...
Fernando Fernández, Daniel Borrajo, Susana ...