Clausthal University of Technology IfI - 05 - 14 Clausthal - Zellerfeld 2005
نویسنده
چکیده
We extend a recent variant of the prototype-based classifier learning vector quantization to a scheme which locally adapts relevance terms during learning. We derive explicit dimensionality-independent large-margin generalization bounds for this classifier and show that the method can be seen as margin maximizer.
منابع مشابه
Science , Clausthal University of Technology IfI - 05 - 07 Clausthal - Zellerfeld 2005
The IMPACT project (http://www.cs.umd.edu/projects/impact) aims at developing a powerful multi-agent system platform, which (1) is able to deal with heterogenous and distributed data, (2) can be realised on top of arbitrary legacy code, (3) is built on a clear foundational basis, and (4) scales up for realistic applications. We will describe its main features and several extensions of the langu...
متن کاملEPORTS Institute of Computer Science , Clausthal University of Technology IfI - 05 - 08 Clausthal - Zellerfeld 2005
In this paper, we investigate the link between logics of games and “mentalistic” logics of rational agency, in which agents are characterized in terms of attitudes such as belief, desire and intention. In particular, we investigate the possibility of extending the logics of games with the notion of agents’ intentions (in the sense of Cohen and Levesque’s BDI theory). We propose a new operator (...
متن کاملScience , Clausthal University of Technology IfI - 05 - 10 Clausthal - Zellerfeld 2005
We propose a non-standard semantics for Alternating-time Temporal Logic with incomplete information, for which no commonly accepted semantics has been proposed yet. In our semantics, formulae are interpreted over sets of states rather than single states. We also propose a new epistemic operator for “practical” or “constructive” knowledge, and we show that the new language is strictly more expre...
متن کاملMIES and UPS(HeI) studies on reduced TiO2(110)
1 Institut für Physik und Zentrum für Mikround Nanotechnologien der TU Ilmenau, PO Box 100565, D-98684 Ilmenau, Germany 2 Institut für Nichtmetallische Werkstoffe der Technischen Universität Clausthal, Zehntnerstr. 2A, D-38678 Clausthal–Zellerfeld, Germany 3 Department of Chemistry, Texas A&M University College Station, TX 77843-3255, USA 4 Institut für Physik und Physikalische Technologien der...
متن کاملClausthal University of Technology IfI - 05 - 03 Clausthal - Zellerfeld 2005
To date, there has been no work on temporal probabilistic agent reasoning on top of heterogeneous legacy databases and software modules. We will define the concept of a heterogeneous temporal probabilistic (HTP) agent. Such agents can be built on top of existing databases, data structures, and software code bases without explicitly accessing the internal code of those systems and can take actio...
متن کامل