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JMLR
2002
89views more  JMLR 2002»
15 years 4 months ago
The Set Covering Machine
We extend the classical algorithms of Valiant and Haussler for learning compact conjunctions and disjunctions of Boolean attributes to allow features that are constructed from the...
Mario Marchand, John Shawe-Taylor
ML
2002
ACM
146views Machine Learning» more  ML 2002»
15 years 4 months ago
Kernel Matching Pursuit
Matching Pursuit algorithms learn a function that is a weighted sum of basis functions, by sequentially appending functions to an initially empty basis, to approximate a target fu...
Pascal Vincent, Yoshua Bengio
SIAMCO
2002
105views more  SIAMCO 2002»
15 years 4 months ago
Systems of Controlled Functional Differential Equations and Adaptive Tracking
Abstract. An adaptive servomechanism is developed in the context of the problem of approximate or practical tracking (with prescribed asymptotic accuracy), by the system output, of...
Achim Ilchmann, Eugene P. Ryan, Christopher J. San...
WINET
2002
98views more  WINET 2002»
15 years 4 months ago
A Unified Architecture for the Design and Evaluation of Wireless Fair Queueing Algorithms
Abstract. Fair queueing in the wireless domain poses significant challenges due to unique issues in the wireless channel such as locationdependent and bursty channel errors. In thi...
Thyagarajan Nandagopal, Songwu Lu, Vaduvur Bhargha...
TIT
2011
98views more  TIT 2011»
14 years 11 months ago
Information Rates for Multiantenna Systems With Unknown Fading
—This work first presents a general technique to compute tight upper and lower bounds on the information rate of a multiuser Rayleigh fading channel with no Channel State Inform...
Krishnan Padmanabhan, Sundeep Venkatraman, Oliver ...