Advanced Topics in Pattern Recognition

Seminar on
Advanced Topics in Pattern Recognition

Date	Paper	Student	Supervision
1.11.
	Linear Model Selection by Cross-Validation Shao, 1993	Shota Saito	Ekaterina Lomakina-Rumyantseva
	Stability selection Meinshausen and Buehlmann, 2010	Florian Schmidt	Ludwig Busse
8.11.
	Modeling by Shortest Data Description Rissanen, 1978	Julien Martel	Morteza Haghir Chehreghani
	The Speed Prior: A New Simplicity Measure Yielding Near-Optimal Computable Predictions Schmidhuber, 2002	Stephan Semmler	Alberto-G. Busetto
15.11.
	PAC-MDL bounds Blum and Langford, 2003	Alexey Sizov	Dr. David Balduzzi
	PAC-Bayesian Stochastic Model Selection McAllester, 2001	Victor Carbune	Dr. David Balduzzi
22.11.
	Akaike-type criteria and the reliability of inference: Model selection versus statistical model specification Spanos, 2010	Matthias Hueser	Dr. Brian McWilliams
	Minimum Message Length and Kolmogorov Complexity Wallace and Dowe, 1999	Alkis Gkotovos	Patrick Pletscher
13.12.
	A Philosophical Treatise of Universal Induction Rathmanner and Hutter, 2011	Ruben Wolff and Victor Ungureanu	Prof. Dr. Joachim Buhmann and Ludwig Busse

Access to papers is password protected for copyright reasons. Send an email to Ludwig Busse to obtain it.