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HYBRID
1995
Springer
15 years 8 months ago
Interconnected Automata and Linear Systems: A Theoretical Framework in Discrete-Time
This paper summarizes the definitions and several of the main results of an approach to hybrid systems, which combines finite automata and linear systems, developed by the author...
Eduardo D. Sontag
144
Voted
ADCM
2006
74views more  ADCM 2006»
15 years 5 months ago
Linearly constrained reconstruction of functions by kernels with applications to machine learning
This paper investigates the approximation of multivariate functions from data via linear combinations of translates of a positive definite kernel from a reproducing kernel Hilbert...
Robert Schaback, J. Werner
95
Voted
TASLP
2008
70views more  TASLP 2008»
15 years 4 months ago
Linearly Constrained Minimum Variance Source Localization and Spectral Estimation
A signal's spectrum is a representation of the signal in terms of elementary basis functions which facilitates the extraction of desired information. For a temporal signal, th...
Jacek Dmochowski, Jacob Benesty, Sofiène Af...
126
Voted
DCC
2002
IEEE
15 years 4 months ago
Bounds on the Covering Radius of Linear Codes
Asymptotically bounding the covering radius in terms of the dual distance is a well-studied problem. We will combine the polynomial approach with estimates of the distance distribu...
Alexei E. Ashikhmin, Alexander Barg
102
Voted
ORL
2007
66views more  ORL 2007»
15 years 4 months ago
Linear programming with online learning
We propose online decision strategies for time-dependent sequences of linear programs which use no distributional and minimal geometric assumptions about the data. These strategies...
Tatsiana Levina, Yuri Levin, Jeff McGill, Mikhail ...