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» Equivalent Representations of Set Functions
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MP
2002
195views more  MP 2002»
14 years 9 months ago
Nonlinear rescaling vs. smoothing technique in convex optimization
We introduce an alternative to the smoothing technique approach for constrained optimization. As it turns out for any given smoothing function there exists a modification with part...
Roman A. Polyak
CVPR
2008
IEEE
15 years 11 months ago
Transfer learning for image classification with sparse prototype representations
To learn a new visual category from few examples, prior knowledge from unlabeled data as well as previous related categories may be useful. We develop a new method for transfer le...
Ariadna Quattoni, Michael Collins, Trevor Darrell
105
Voted
AAAI
2011
13 years 9 months ago
Recommendation Sets and Choice Queries: There Is No Exploration/Exploitation Tradeoff!
Utility elicitation is an important component of many applications, such as decision support systems and recommender systems. Such systems query users about their preferences and ...
Paolo Viappiani, Craig Boutilier
DATE
2008
IEEE
121views Hardware» more  DATE 2008»
15 years 4 months ago
On Automated Trigger Event Generation in Post-Silicon Validation
When searching for functional bugs in silicon, debug data is acquired after a trigger event occurs. A trigger event can be configured at run-time using a set of control registers...
Ho Fai Ko, Nicola Nicolici
ICLP
2007
Springer
15 years 3 months ago
Minimal Logic Programs
aa We consider the problem of obtaining a minimal logic program strongly equivalent (under the stable models semantics) to a given arbitrary propositional theory. We propose a meth...
Pedro Cabalar, David Pearce, Agustín Valver...