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Dr. Mikhail Langovoy

Address: Spemannstr. 38
72076 Tübingen
Room number: 204
Phone: +49 7071 601 562
Fax: +49 7071 601 552
E-Mail: langovoy
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Picture of Langovoy, Mikhail, Dr.

Mikhail Langovoy

Position: Research Scientist  Unit: Alumni Schölkopf

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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Articles (2):

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

Conference papers (3):

• Langovoy M Person and Sra S Person (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 Person, Habeck M Person and Schölkopf B Person (2011) Adaptive nonparametric detection in cryo-electron microscopy 58th World Statistics Congress of the International Statistical Institute (ISI 2011), 6 pages.
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• Langovoy M Person, Habeck M Person and Schölkopf B Person (2011) Spatial statistics, image analysis and percolation theory 2011 Joint Statistical Meetings (JSM), American Statistical Association, Alexandria, VA, USA, 11 pages.
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Technical reports (6):

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

Posters (2):

• Langovoy M Person and Sra S Person (2011): Statistical estimation for optimization problems on graphs, Empirical Inference Symposium, Tübingen.
• Langovoy M Person (2006): Efficient tests for the deconvolution hypothesis, Workshop on Statistical Inverse Problems.

Talks (5):

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

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