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DAGSTUHL
2004
13 years 11 months ago
Learning with Local Models
Next to prediction accuracy, the interpretability of models is one of the fundamental criteria for machine learning algorithms. While high accuracy learners have intensively been e...
Stefan Rüping
FTCIT
2007
88views more  FTCIT 2007»
13 years 10 months ago
Topics in Multi-User Information Theory
This survey reviews fundamental concepts of multi-user information theory. Starting with typical sequences, the survey builds up knowledge on random coding, binning, superposition...
Gerhard Kramer
ICRA
2010
IEEE
148views Robotics» more  ICRA 2010»
13 years 8 months ago
An integrated probabilistic model for scan-matching, moving object detection and motion estimation
Abstract-- This paper presents a novel framework for integrating fundamental tasks in robotic navigation through a statistical inference procedure. A probabilistic model that joint...
Joop van de Ven, Fabio Ramos, Gian Diego Tipaldi
IPSN
2005
Springer
14 years 3 months ago
Maximizing system lifetime in wireless sensor networks
Maximizing system lifetime in battery-powered wireless sensor networks with power aware topology control protocols and routing protocols has received intensive research. In the pa...
Qunfeng Dong
LATIN
2010
Springer
13 years 8 months ago
Packet Routing on the Grid
The packet routing problem, i.e., the problem to send a given set of unit-size packets through a network on time, belongs to one of the most fundamental routing problems with impor...
Britta Peis, Martin Skutella, Andreas Wiese