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137
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NIPS
2007
15 years 3 months ago
Fixing Max-Product: Convergent Message Passing Algorithms for MAP LP-Relaxations
We present a novel message passing algorithm for approximating the MAP problem in graphical models. The algorithm is similar in structure to max-product but unlike max-product it ...
Amir Globerson, Tommi Jaakkola
GECCO
2005
Springer
135views Optimization» more  GECCO 2005»
15 years 7 months ago
Parameter sweeps for exploring GP parameters
This paper describes our procedure and a software application for conducting large parameter sweep experiments in genetic and evolutionary computation research. Both procedure and...
Michael E. Samples, Jason M. Daida, Matthew J. Byo...
69
Voted
ICRA
2009
IEEE
98views Robotics» more  ICRA 2009»
15 years 8 months ago
Multi-robot routing with linear decreasing rewards over time
Abstract— We study multi-robot routing problems (MRLDR) where a team of robots has to visit a set of given targets with linear decreasing rewards over time, such as required for ...
Ali Ekici, Pinar Keskinocak, Sven Koenig
115
Voted
FGR
2004
IEEE
160views Biometrics» more  FGR 2004»
15 years 6 months ago
A Comparison of Shape Constrained Facial Feature Detectors
We consider the problem of robustly and accurately locating facial features. The relative positions of different feature points are represented using a statistical shape model. We...
David Cristinacce, Timothy F. Cootes
89
Voted
TASLP
2008
75views more  TASLP 2008»
15 years 2 months ago
Efficient Index-Based Audio Matching
Given a large audio database of music recordings, the goal of classical audio identification is to identify a particular audio recording by means of a short audio fragment. Even th...
Frank Kurth, Meinard Müller