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JMLR
2002
135views more  JMLR 2002»
15 years 5 months ago
Covering Number Bounds of Certain Regularized Linear Function Classes
Recently, sample complexity bounds have been derived for problems involving linear functions such as neural networks and support vector machines. In many of these theoretical stud...
Tong Zhang
189
Voted
CORR
2004
Springer
97views Education» more  CORR 2004»
15 years 5 months ago
Quantum typing
The objective of this paper is to develop a functional programming language for quantum computers. We develop a lambda-calculus for the QRAM model, following the work of P. Seling...
Benoît Valiron
UAI
2000
15 years 7 months ago
Variational Relevance Vector Machines
The Support Vector Machine (SVM) of Vapnik [9] has become widely established as one of the leading approaches to pattern recognition and machine learning. It expresses predictions...
Christopher M. Bishop, Michael E. Tipping
DAC
2006
ACM
16 years 6 months ago
Transistor abstraction for the functional verification of FPGAs
or Abstraction for the Functional Verification of FPGAs Guy Dupenloup, Thierry Lemeunier, Roland Mayr Altera Corporation 101 Innovation Drive San Jose, CA 95134 1-408-544-8672 {gdu...
Guy Dupenloup, Thierry Lemeunier, Roland Mayr
ALT
2009
Springer
16 years 2 months ago
Iterative Learning from Texts and Counterexamples Using Additional Information
Abstract. A variant of iterative learning in the limit (cf. [LZ96]) is studied when a learner gets negative examples refuting conjectures containing data in excess of the target la...
Sanjay Jain, Efim B. Kinber