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    CPHYSICS
    2007
    93views more  CPHYSICS 2007»
    Convergence rate of dimension reduction in Bose-Einstein condensates
    13 years 8 months ago
    Convergence rate of dimension reduction in Bose-Einstein condensates
    Download  www.math.nus.edu.sg
    In this paper, we study dimension reduction of the three-dimensional (3D) Gross–Pitaevskii equation (GPE) modeling Bose–Einstein condensation under different limiting interact...
    Weizhu Bao, Yunyi Ge, Dieter Jaksch, Peter A. Mark...
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    ICML
    2000
    IEEE
    169views Machine Learning» more  ICML 2000»
    Rates of Convergence for Variable Resolution Schemes in Optimal Control
    14 years 9 months ago
    Rates of Convergence for Variable Resolution Schemes in Optimal Control
    Download  sequel.futurs.inria.fr
    This paper presents a general method to derive tight rates of convergence for numerical approximations in optimal control when we consider variable resolution grids. We study the ...
    Andrew W. Moore, Rémi Munos
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    JMLR
    2006
    143views more  JMLR 2006»
    Consistency and Convergence Rates of One-Class SVMs and Related Algorithms
    13 years 8 months ago
    Consistency and Convergence Rates of One-Class SVMs and Related Algorithms
    Download  jmlr.csail.mit.edu
    We determine the asymptotic behaviour of the function computed by support vector machines (SVM) and related algorithms that minimize a regularized empirical convex loss function i...
    Régis Vert, Jean-Philippe Vert
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    NIPS
    1998
    164views Information Technology» more  NIPS 1998»
    Finite-Sample Convergence Rates for Q-Learning and Indirect Algorithms
    13 years 9 months ago
    Finite-Sample Convergence Rates for Q-Learning and Indirect Algorithms
    Download  www.cis.upenn.edu
    In this paper, we address two issues of long-standing interest in the reinforcement learning literature. First, what kinds of performance guarantees can be made for Q-learning aft...
    Michael J. Kearns, Satinder P. Singh
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    TIT
    1998
    96views more  TIT 1998»
    Nonparametric Estimation of Transfer Functions: Rates of Convergence and Adaptation
    13 years 8 months ago
    Nonparametric Estimation of Transfer Functions: Rates of Convergence and Adaptation
    Download  stat.haifa.ac.il
    Abstract— The paper deals with estimating transfer functions of stable linear time-invariant systems under stochastic assumptions. We adopt a nonparametric minimax approach for m...
    Alexander Goldenshluger
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