Publications

Critical Dimension in Semiparametric Bernstein-von Mises Theorem

Panov M., Spokoiny V.

Keywords: Approximation

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Multicriteria Optimization Technique Based on Local Geometry of Pareto Set

N. Perestoronin, F. Gubarev, A. Pospelov

Procs of III International conference "Optimization and applications"OPTIMA-2013 (Montenegro, Petrovac, 22-28 September, 2013). 2013.

Keywords: Approximation, Optimization, Multi-Objective Optimization

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Multi-Objective Programming: Adaptive Surrogate-Based Approach with Chebyshev Scalarization

A. Pospelov

Procs of Workshop on Advances in Simulation-Driven Optimization and Modeling, ASDOM 2013, August 9-11, 2013, Reykjavik University, Iceland

Keywords: Approximation, Optimization, Multi-Objective Optimization, Surrogate-Based Optimization

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Non-asymptotic Bernstein-von Mises theorem for semiparametric estimation

Panov M., Spokoiny V.

Proceedings of the Conference on Structural Inference in Statistics, Potsdam, Germany, September 17-19. 2013. P. 29-30.

Keywords: Approximation

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Properties of Posterior Distribution of Parameters for Gaussian Processes Regression

Burnaev E., Zaytsev A., Spokoiny V.

Proceedings of the Conference on Structural Inference in Statistics. Potsdam. Germany. September 17-19. 2013. P. 27-28.

Keywords: Approximation, Gaussian Processes

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Properties of the Bayesian Parameter Estimation of a Regression Based on Gaussian Processes

Burnaev E., Zaytsev A., Spokoiny V.

To be published in Journal of Fundamental and Applied Mathematics

Keywords: Approximation, Gaussian Processes

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On Interpolation of Smooth Processes and Functions

Golubev Y., Krymova E.

Problems of Information Transmission. 2013. V. 49(2). P. 127-148.

Keywords: Approximation, Gaussian Processes

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