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» A Generalized Representer Theorem
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ECCC
2006
134views more  ECCC 2006»
15 years 4 months ago
Derandomizing the AW matrix-valued Chernoff bound using pessimistic estimators and applications
Ahlswede and Winter [AW02] introduced a Chernoff bound for matrix-valued random variables, which is a non-trivial generalization of the usual Chernoff bound for real-valued random...
Avi Wigderson, David Xiao
DAGSTUHL
2007
15 years 5 months ago
Nonlinear Approximation and Image Representation using Wavelets
We address the problem of finding sparse wavelet representations of high-dimensional vectors. We present a lower-bounding technique and use it to develop an algorithm for computi...
Sudipto Guha, Boulos Harb
NIPS
2001
15 years 5 months ago
Generalizable Relational Binding from Coarse-coded Distributed Representations
We present a model of binding of relationship information in a spatial domain (e.g., square above triangle) that uses low-order coarse-coded conjunctive representations instead of...
Randall C. O'Reilly, R. S. Busby
CADE
2007
Springer
16 years 4 months ago
T-Decision by Decomposition
Much research concerning Satisfiability Modulo Theories is devoted to the design of efficient SMT-solvers that integrate a SATsolver with T -satisfiability procedures. The rewrite-...
Maria Paola Bonacina, Mnacho Echenim
153
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ICFP
2003
ACM
16 years 4 months ago
Mechanising Hankin and Barendregt using the Gordon-Melham axioms
I describe the mechanisation in HOL of some basic -calculus theory, using the axioms proposed by Gordon and Melham [4]. Using these as a foundation, I mechanised the proofs from C...
Michael Norrish