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» A comparison of tight generalization error bounds
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JMLR
2002
89views more  JMLR 2002»
14 years 10 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
JC
2006
53views more  JC 2006»
14 years 11 months ago
The randomized information complexity of elliptic PDE
We study the information complexity in the randomized setting of solving a general elliptic PDE of order 2m in a smooth, bounded domain Q Rd with smooth coefficients and homogene...
Stefan Heinrich
81
Voted
CORR
2007
Springer
90views Education» more  CORR 2007»
14 years 11 months ago
Rateless coding with partial state information at the decoder
The problem of coding for channels with time-varying state is studied. Two different models are considered: one in which the channel state cannot depend on the transmitted signal,...
Anand D. Sarwate, Michael Gastpar
EUROCODE
1990
15 years 3 months ago
Linear complexity of transformed sequences
: This paper deals with the effect of bit change errors on the linear complexity of finite sequences. Though a change in a single bit can cause a large change in linear complexity,...
Harriet J. Fell
97
Voted
IPPS
2008
IEEE
15 years 5 months ago
Software monitoring with bounded overhead
In this paper, we introduce the new technique of HighConfidence Software Monitoring (HCSM), which allows one to perform software monitoring with bounded overhead and concomitantl...
Sean Callanan, David J. Dean, Michael Gorbovitski,...