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133
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JMLR
2008
83views more  JMLR 2008»
15 years 3 months ago
Generalization from Observed to Unobserved Features by Clustering
We argue that when objects are characterized by many attributes, clustering them on the basis of a random subset of these attributes can capture information on the unobserved attr...
Eyal Krupka, Naftali Tishby
SIAMAM
2008
69views more  SIAMAM 2008»
15 years 3 months ago
Traveling Waves and Shocks in a Viscoelastic Generalization of Burgers' Equation
We consider traveling wave phenomena for a viscoelastic generalization of Burgers' equation. For asymptotically constant velocity profiles we find three classes of solutions c...
Victor Camacho, Robert D. Guy, Jon Jacobsen
ICML
2010
IEEE
15 years 5 months ago
Generalizing Apprenticeship Learning across Hypothesis Classes
This paper develops a generalized apprenticeship learning protocol for reinforcementlearning agents with access to a teacher who provides policy traces (transition and reward obse...
Thomas J. Walsh, Kaushik Subramanian, Michael L. L...
132
Voted
ICPR
2004
IEEE
16 years 5 months ago
Periodic Nonlinear Principal Component Neural Networks for Humanoid Motion Segmentation, Generalization, and Generation
In an experiment with a soccer playing robot, periodic temporally-constrained nonlinear principal component neural networks (NLPCNNs) are shown to characterize humanoid motion eff...
Karl F. MacDorman, Rawichote Chalodhorn, Minoru As...
AIPS
2003
15 years 5 months ago
Quality and Utility - Towards a Generalization of Deadline and Anytime Scheduling
Scheduling algorithms for real-time systems can be characterized in various ways, one of the most important ones of which is the underlying task model. Many concepts of real-time ...
Thomas Schwarzfischer