Contact

Dr. Mikhail Langovoy

Adresse: Spemannstr. 38
72076 Tübingen
Raum Nummer: 204
Fax: 07071 601 552

 

Bild von Langovoy, Mikhail, Dr.

Mikhail Langovoy

Position: Wissenschaftler  Abteilung: 

Dr. Mikhail Langovoy is a Research Scientist at the Max Planck Institute for Intelligent Systems and at the Max Planck Institute for Developmental Biology in Tuebingen. He received his Master of Science degree in algebra and number theory from St Petersburg State University, Russia, in 2001, and a Ph. D. in statistics from the University of Goettingen, Germany, in 2007. After completing his thesis on data-driven tests of statistical hypothesis, he has been doing research on probability theory and stochastic analysis at the University of Bonn in Germany, and research on spatial statistics and image analisis at the European research institute EURANDOM in the Netherlands. At present, he is working in both stochastics and machine learning.

 

RESEARCH INTERESTS

 

•  Spatial statistics and statistical image analysis

•  Machine learning theory and support vector machines

•  Statistical inverse problems and their applications

•  Statistics for stochastic processes, nonparametric statistics

•  Randomized algorithms

•  Stochastic analysis

•  Econometrics and financial statistics

•  Heavy-tailed distributions, strong dependencies and extremes

•  Randomly growing networks and the Internet

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Artikel (2):

Langovoy M (Juni-2011) Algebraic polynomials and moments of stochastic integrals Statistics & Probability Letters 81(6) 627-631.
Langovoy M (April-2008) Data-driven efficient score tests for deconvolution hypotheses Inverse Problems 24(2) 1-17.

Beiträge zu Tagungsbänden (3):

Langovoy M und Sra S (Dezember-2011) Statistical estimation for optimization problems on graphs, NIPS Workshop on Discrete Optimization in Machine Learning (DISCML 2011): Uncertainty, Generalization and Feedback, 1-6.
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Langovoy M, Habeck M und Schölkopf B (August-2011) Adaptive nonparametric detection in cryo-electron microscopy, 58th World Statistics Congress of the International Statistical Institute (ISI 2011), 1-6.
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Langovoy M, Habeck M und Schölkopf B (August-2011) Spatial statistics, image analysis and percolation theory, 2011 Joint Statistical Meetings (JSM), American Statistical Association, Alexandria, VA, USA, 1-11.
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Technische Berichte (6):

Langovoy M und Wittich O: Multiple testing, uncertainty and realistic pictures, 2011-004, EURANDOM, Technische Universiteit Eindhoven, (Januar-2011).
Langovoy M und Wittich O: Computationally efficient algorithms for statistical image processing: Implementation in R, 2010-053, EURANDOM, Technische Universiteit Eindhoven, (Dezember-2010).
Langovoy M und Wittich O: Robust nonparametric detection of objects in noisy images, 2010-049, EURANDOM, Technische Universiteit Eindhoven, (September-2010).
Langovoy M und Wittich O: Detection of objects in noisy images and site percolation on square lattices, 2009-035, EURANDOM, Technische Universiteit Eindhoven, (November-2009).
Langovoy M: Algebraic polynomials and moments of stochastic integrals, 2009-031, EURANDOM, Technische Universiteit Eindhoven, (Oktober-2009).
Langovoy M: Model selection, large deviations and consistency of data-driven tests, 2009-007, EURANDOM, Technische Universiteit Eindhoven, (März-2009).

Poster (1):

Langovoy M (März-2006): Efficient tests for the deconvolution hypothesis, Workshop on Statistical Inverse Problems.

Abschlussarbeiten (1):

Langovoy M: Data-driven goodness-of-fit tests, Georg-August-Universität Göttingen, (Juli-2007). PhD thesis

Vorträge (5):

Langovoy M, Habeck M und Schölkopf B (August-2011) Abstract Talk: Statistical Image Analysis and Percolation Theory, 2011 Joint Statistical Meetings (JSM), Miami Beach, FL, USA.
Langovoy M und Wittich O (August-2010): Statistical image analysis and percolation theory, 28th European Meeting of Statisticians (EMS 2010), Piraeus, Greece.
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Davies PL, Langovoy M und Wittich O (August-2010): Statistical image analysis and percolation theory, 73rd Annual Meeting of the Institute of Mathematical Statistics (IMS 2010), Gothenburg, Sweden.
Davies PL, Langovoy M und Wittich O (Juli-2009): Randomized algorithms for statistical image analysis based on percolation theory, 27th European Meeting of Statisticians (EMS 2009), Toulouse, France.
Langovoy M (September-2008): Data-driven goodness-of-fit tests, 2008 Barcelona Conference on Asymptotic Statistics (BAS), Barcelona, Spain.

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Last updated: Montag, 22.05.2017