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157
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COLT
2001
Springer
15 years 9 months ago
On Learning Monotone DNF under Product Distributions
We show that the class of monotone 2O( √ log n)-term DNF formulae can be PAC learned in polynomial time under the uniform distribution from random examples only. This is an expo...
Rocco A. Servedio
147
Voted
COLT
2000
Springer
15 years 9 months ago
Bias-Variance Error Bounds for Temporal Difference Updates
We give the first rigorous upper bounds on the error of temporal difference (td) algorithms for policy evaluation as a function of the amount of experience. These upper bounds pr...
Michael J. Kearns, Satinder P. Singh
158
Voted
ICPPW
1999
IEEE
15 years 9 months ago
Performance Evaluation of Public-Key Certificate Revocation System with Balanced Hash Tree
A new method for updating certificate revocation trees (CRT) is proposed. Efficient revocation of publickey certificates is a current issue in public-key Infrastructure because a ...
Hiroaki Kikuchi, Kensuke Abe, Shohachiro Nakanishi
179
Voted
EMMCVPR
1999
Springer
15 years 9 months ago
Adaptive Bayesian Contour Estimation: A Vector Space Representation Approach
Abstract. We propose a vector representation approach to contour estimation from noisy data. Images are modeled as random elds composed of a set of homogeneous regions contours (bo...
José M. B. Dias
165
Voted
RTCSA
1999
IEEE
15 years 9 months ago
Non-Blocking Data Sharing in Multiprocessor Real-Time Systems
A non-blocking protocol that allows real-time tasks to share data in a multiprocessor system is presented in this paper. The protocol gives the means to concurrent real-time tasks...
Philippas Tsigas, Yi Zhang