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Mikhail Langovoy
Dr.
Position: Research Scientist
Room no.: 204
Phone: +49 7071 601 562
Fax: +49 7071 601 552

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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2011
Articles
  • M. Langovoy (2011). Algebraic polynomials and moments of stochastic integrals Statistics & Probability Letters, 81, (6), 627-631
Conference Papers
  • M. Langovoy, M. Habeck, B. Schölkopf (2011). Adaptive nonparametric detection in cryo-electron microscopy 6 pages, 58th World Statistics Congress of the International Statistical Institute (ISI 2011)
  • M. Langovoy, S. Sra (2011). Statistical estimation for optimization problems on graphs 1-6, NIPS Workshop on Discrete Optimization in Machine Learning (DISCML) 2011: Uncertainty, Generalization and Feedback
  • M. Langovoy, M. Habeck, B. Schölkopf (2011). Spatial statistics, image analysis and percolation theory American Statistical Association, Alexandria, VA, USA, 11 pages, ISBN: 978-0-9839375-0-0, 2011 Joint Statistical Meetings (JSM)
Technical Reports
  • M. Langovoy, O. Wittich (2011). Multiple testing, uncertainty and realistic pictures EURANDOM, Technische Universiteit Eindhoven
Talks
Posters
2010
Technical Reports
  • M. Langovoy, O. Wittich (2010). Robust nonparametric detection of objects in noisy images EURANDOM, Technische Universiteit Eindhoven
  • M. Langovoy, O. Wittich (2010). Computationally efficient algorithms for statistical image processing: Implementation in R EURANDOM, Technische Universiteit Eindhoven
Talks
  • M. Langovoy, O. Wittich (2010). Statistical image analysis and percolation theory 28th European Meeting of Statisticians (EMS 2010)
  • PL. Davies, M. Langovoy, O. Wittich (2010). Statistical image analysis and percolation theory 73rd Annual Meeting of the Institute of Mathematical Statistics (IMS 2010)
2009
Technical Reports
  • M. Langovoy (2009). Model selection, large deviations and consistency of data-driven tests EURANDOM, Technische Universiteit Eindhoven
  • M. Langovoy (2009). Algebraic polynomials and moments of stochastic integrals EURANDOM, Technische Universiteit Eindhoven
  • M. Langovoy, O. Wittich (2009). Detection of objects in noisy images and site percolation on square lattices EURANDOM, Technische Universiteit Eindhoven
Talks
  • PL. Davies, M. Langovoy, O. Wittich (2009). Randomized algorithms for statistical image analysis based on percolation theory 27th European Meeting of Statisticians (EMS 2009)
2008
Talks
  • M. Langovoy (2008). Data-driven goodness-of-fit tests 2008 Barcelona Conference on Asymptotic Statistics (BAS)
Articles
2007
Theses
2006
Posters