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» Crossover in Probability Spaces
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82
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ALT
2008
Springer
15 years 9 months ago
A Uniform Lower Error Bound for Half-Space Learning
Abstract. We give a lower bound for the error of any unitarily invariant algorithm learning half-spaces against the uniform or related distributions on the unit sphere. The bound i...
Andreas Maurer, Massimiliano Pontil
97
Voted
ICC
2007
IEEE
107views Communications» more  ICC 2007»
15 years 6 months ago
On the Performance of Distributed Space-Time Block Coding Over Nonidentical Ricean Channels and the Optimum Power Allocation
— Distributed space-time coding (STC) gives rise to nonidentical channels between different transmit and receive antennas, which are not co-located. Therefore, the performance an...
Jun He, Pooi Yuen Kam
101
Voted
CORR
2004
Springer
93views Education» more  CORR 2004»
15 years 10 days ago
Maximum Mutual Information of Space-Time Block Codes with Symbolwise Decodability
In this paper, we analyze the performance of space-time block codes which enable symbolwise maximum likelihood decoding. We derive an upper bound of maximum mutual information (MM...
Kenji Tanaka 0003, Ryutaroh Matsumoto, Tomohiko Uy...
DIS
2007
Springer
15 years 6 months ago
A Hilbert Space Embedding for Distributions
We describe a technique for comparing distributions without the need for density estimation as an intermediate step. Our approach relies on mapping the distributions into a reprodu...
Alexander J. Smola, Arthur Gretton, Le Song, Bernh...
112
Voted
ISIPTA
2005
IEEE
162views Mathematics» more  ISIPTA 2005»
15 years 6 months ago
Learning from multinomial data: a nonparametric predictive alternative to the Imprecise Dirichlet Model
A new model for learning from multinomial data has recently been developed, giving predictive inferences in the form of lower and upper probabilities for a future observation. Apa...
Frank P. A. Coolen, Thomas Augustin