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INFORMATICALT
2000
95views more  INFORMATICALT 2000»
13 years 8 months ago
Optimal Segmentation of Random Sequences
Abstract. This paper deals with maximum likelihood and least square segmentation of autoregressive random sequences with abruptly changing parameters. Conditional distribution of t...
Antanas Lipeika
ISIPTA
2003
IEEE
140views Mathematics» more  ISIPTA 2003»
14 years 2 months ago
A Second-Order Uncertainty Model of Independent Random Variables: An Example of the Stress-Strength Reliability
A second-order hierarchical uncertainty model of a system of independent random variables is studied in the paper. It is shown that the complex nonlinear optimization problem for ...
Lev V. Utkin
CORR
2008
Springer
95views Education» more  CORR 2008»
13 years 8 months ago
Depth as Randomness Deficiency
Depth of an object concerns a tradeoff between computation time and excess of program length over the shortest program length required to obtain the object. It gives an unconditio...
Luis Antunes 0002, Armando Matos, Andre Souto, Pau...
ICALP
2009
Springer
14 years 9 months ago
Derandomizing Random Walks in Undirected Graphs Using Locally Fair Exploration Strategies
Colin Cooper, David Ilcinkas, Ralf Klasing, Adrian...
CORR
2010
Springer
124views Education» more  CORR 2010»
13 years 8 months ago
Online Learning of Noisy Data with Kernels
We study online learning when individual instances are corrupted by adversarially chosen random noise. We assume the noise distribution is unknown, and may change over time with n...
Nicolò Cesa-Bianchi, Shai Shalev-Shwartz, O...