Seminars of the Focus Area Complex Systems

Prof. Dr. C. Beta, Prof. Dr. K. Dethloff, Prof. Dr. R. Engbert, Prof. Dr. M. Holschneider, Prof. Dr. W. Huisinga, Prof. Dr. Ralf Metzler, Prof. Dr. A. Pikovsky, Prof. Dr. S. Reich, Prof. Dr. M. Rosenblum, Prof. Dr. G. Rüdiger, Prof. Dr. T. Scheffer, Prof. Dr. F. Scherbaum, Prof. Dr. J. Selbig, Prof. Dr. F. Spahn

Seminar

Speaker: Gilles Blanchard, University of Potsdam

Title: Multiple testing, classification and novelty detection

Time: Wed, Feb 9, 2011, 10am

Place: MPI für Molekulare Pflanzenphysiologie, Room 0.21 in The Box

Abstract:
It should not come as a surprise that there is a generic parallel between multiple (independent) tests and classification, since every test can be interpreted as a classification decision and vice-versa. The main difference, however, is in the way the problems are set up: classification assumes given labeled examples from both classes, while multiple testing generally assumes perfect knowledge of the null and no direct observation of the alternative; error criteria differ.

In this talk we will start with a review of some classical procedures for multiple testing with FDR control and discuss some recent results about procedures based on a so-called "rejection curve". In a second part we will proceed to study more precise connections to the theory of classification and novelty detection (sometimes also known as "one-class classification") and how, to some extent, one problem can be reduced to the other.

Back to the seminar schedule



Past NLD Seminars (1994-2007) & (2008 ...)

Students' seminar: Theoretical Physics, PIK, Modeling & TSA Berlin-Potsdam-Colloquia: PhysGesellschaft Berlin, TU Berlin, Pro Physik, AIP, AEI, MPI-KGF, GFZ, HMI, PIK, AWI, Max Planck Institute for the History of Science, Mathematik, DPG Disputationen, & Vorschau UP

Udo Schwarz, Zentrum für Dynamik komplexer Systeme,
Universität Potsdam, Campus Golm Karl-Liebknecht-Str. 24, 14476 Potsdam, building 28, room 2.107
Phone: (+49-331) 977-1658, Fax : (+49-331) 977-1045

Email: Udo.Schwarz AT uni-potsdam.de

DFG SFB 1294

DFG Sonderforschungsbereich 1294 Data assimilation

DFG SPP 1488

DFG Schwerpunktprogramm 1488 Planetmag


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