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» Algorithms for distributed functional monitoring
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NIPS
1994
15 years 8 months ago
On-line Learning of Dichotomies
The performance of on-line algorithms for learning dichotomies is studied. In on-line learning, the number of examples P is equivalent to the learning time, since each example is ...
N. Barkai, H. Sebastian Seung, Haim Sompolinsky
ICPP
2006
IEEE
16 years 19 days ago
Salsa: Scalable Asynchronous Replica Exchange for Parallel Molecular Dynamics Applications
— This paper presents Salsa, a novel, decentralized and asynchronous realization of the “replica exchange” algorithm for simulating the structure, function, folding, and dyna...
Li Zhang, Manish Parashar, Emilio Gallicchio, Rona...
COCOON
2005
Springer
16 years 4 days ago
Randomized Quicksort and the Entropy of the Random Source
Abstract. The worst-case complexity of an implementation of Quicksort depends on the random number generator that is used to select the pivot elements. In this paper we estimate th...
Beatrice List, Markus Maucher, Uwe Schöning, ...
CINQ
2004
Springer
138views Database» more  CINQ 2004»
16 years 10 hour ago
Relevancy in Constraint-Based Subgroup Discovery
This chapter investigates subgroup discovery as a task of constraint-based mining of local patterns, aimed at describing groups of individuals with unusual distributional character...
Nada Lavrac, Dragan Gamberger
CSDA
2007
100views more  CSDA 2007»
15 years 6 months ago
Convergence of random k-nearest-neighbour imputation
Random k-nearest-neighbour (RKNN) imputation is an established algorithm for filling in missing values in data sets. Assume that data are missing in a random way, so that missing...
Fredrik A. Dahl