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» Dimensionality reduction and generalization
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133
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CORR
2010
Springer
65views Education» more  CORR 2010»
15 years 6 months ago
On Unconditionally Secure Computation with Vanishing Communication Cost
We propose a novel distortion-theoretic approach to a secure three-party computation problem. Alice and Bob have deterministic sequences, and Charlie wishes to compute a normalize...
Ye Wang, Shantanu Rane, Wei Sun, Prakash Ishwar
DATAMINE
2007
135views more  DATAMINE 2007»
15 years 6 months ago
Experiencing SAX: a novel symbolic representation of time series
Many high level representations of time series have been proposed for data mining, including Fourier transforms, wavelets, eigenwaves, piecewise polynomial models etc. Many researc...
Jessica Lin, Eamonn J. Keogh, Li Wei, Stefano Lona...
174
Voted
COLT
2010
Springer
15 years 4 months ago
Toward Learning Gaussian Mixtures with Arbitrary Separation
In recent years analysis of complexity of learning Gaussian mixture models from sampled data has received significant attention in computational machine learning and theory commun...
Mikhail Belkin, Kaushik Sinha
TMI
2011
127views more  TMI 2011»
15 years 1 months ago
Reconstruction of Large, Irregularly Sampled Multidimensional Images. A Tensor-Based Approach
Abstract—Many practical applications require the reconstruction of images from irregularly sampled data. The spline formalism offers an attractive framework for solving this prob...
Oleksii Vyacheslav Morozov, Michael Unser, Patrick...
DAC
2004
ACM
16 years 7 months ago
Post-layout logic optimization of domino circuits
Logic duplication, a commonly used synthesis technique to remove trapped inverters in reconvergent paths of Domino circuits, incurs high area and power penalties. In this paper, w...
Aiqun Cao, Cheng-Kok Koh