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ESANN
2008
13 years 11 months ago
Phase transitions in Vector Quantization
Abstract. We study Winner-Takes-All and rank based Vector Quantization along the lines of the statistical physics of off-line learning. Typical behavior of the system is obtained w...
Aree Witoelar, Anarta Ghosh, Michael Biehl
WSC
1997
13 years 11 months ago
Conduct, Misconduct, and Cargo Cult Science
I will elaborate some principles of ethical conduct in science that correspond to Richard Feynman’s wellknown precepts of “utter honesty” and “leaning over backwards” in...
James R. Wilson
CASCON
1996
154views Education» more  CASCON 1996»
13 years 11 months ago
Navigating the textual redundancy web in legacy source
Understanding the source, data, and documentation files associated with legacy systems in preparation for maintenance or reengineering is an increasingly important problem for man...
J. Howard Johnson
ICML
2010
IEEE
13 years 10 months ago
A DC Programming Approach for Sparse Eigenvalue Problem
We investigate the sparse eigenvalue problem which arises in various fields such as machine learning and statistics. Unlike standard approaches relying on approximation of the l0n...
Mamadou Thiao, Pham Dinh Tao, Le Thi Hoai An
CORR
2008
Springer
119views Education» more  CORR 2008»
13 years 10 months ago
On the Relationship between Transmission Power and Capacity of an Underwater Acoustic Communication Channel
The underwater acoustic channel is characterized by a path loss that depends not only on the transmission distance, but also on the signal frequency. As a consequence, transmission...
Daniel Enrique Lucani, Milica Stojanovic, Muriel M...