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BIOSYSTEMS
2008
70views more  BIOSYSTEMS 2008»
13 years 8 months ago
Autonomy: An information theoretic perspective
We present a tentative proposal for a quantitative measure of autonomy. This is something that, surprisingly, seems to be missing from the literature, even though autonomy is cons...
Nils Bertschinger, Eckehard Olbrich, Nihat Ay, J&u...
ICASSP
2008
IEEE
14 years 3 months ago
Mutual features for robust identification and verification
Noisy or distorted video/audio training sets represent constant challenges in automated identification and verification tasks. We propose the method of Mutual Interdependence An...
Heiko Claussen, Justinian Rosca, Robert I. Damper
JMLR
2010
179views more  JMLR 2010»
13 years 3 months ago
PAC-Bayesian Analysis of Co-clustering and Beyond
We derive PAC-Bayesian generalization bounds for supervised and unsupervised learning models based on clustering, such as co-clustering, matrix tri-factorization, graphical models...
Yevgeny Seldin, Naftali Tishby
IBPRIA
2003
Springer
14 years 1 months ago
Does Independent Component Analysis Play a~Role in Unmixing Hyperspectral Data?
—Independent component analysis (ICA) has recently been proposed as a tool to unmix hyperspectral data. ICA is founded on two assumptions: 1) the observed spectrum vector is a li...
José M. P. Nascimento, José M. B. Di...
TVCG
2010
168views more  TVCG 2010»
13 years 7 months ago
Principles and Tools for Collaborative Entity-Based Intelligence Analysis
—Software tools that make it easier for analysts to collaborate as a natural part of their work will lead to better analysis that is informed by more perspectives. We are interes...
Eric A. Bier, Stuart K. Card, John W. Bodnar