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WSC
2004
15 years 8 months ago
Simulation Output Analysis: A Tutorial Based on One Research Thread
In reviewing topics in simulation output analysis, we advocate univariate analysis, micro/macro replications based on fixed sample sizes, overlapping batches, batch sizes based on...
Bruce W. Schmeiser
ACL
1998
15 years 8 months ago
A Statistical Analysis of Morphemes in Japanese Terminology
In this paper I will report the result of a quantitative analysis of the dynamics of the constituent elements of Japanese terminology. In Japanese technical terms, the linguistic ...
Kyo Kageura
CORR
2008
Springer
60views Education» more  CORR 2008»
15 years 7 months ago
Stability of Curvature Measures
We address the problem of curvature estimation from sampled compact sets. The main contribution is a stability result: we show that the Gaussian, mean or anisotropic curvature mea...
Frédéric Chazal, David Cohen-Steiner...
CORR
2002
Springer
94views Education» more  CORR 2002»
15 years 6 months ago
Self-Optimizing and Pareto-Optimal Policies in General Environments based on Bayes-Mixtures
The problem of making sequential decisions in unknown probabilistic environments is studied. In cycle t action yt results in perception xt and reward rt, where all quantities in g...
Marcus Hutter
210
Voted
ML
2007
ACM
156views Machine Learning» more  ML 2007»
15 years 6 months ago
Active learning for logistic regression: an evaluation
Which active learning methods can we expect to yield good performance in learning binary and multi-category logistic regression classifiers? Addressing this question is a natural ...
Andrew I. Schein, Lyle H. Ungar