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» An Auxiliary Variational Method
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NIPS
2001
15 years 7 months ago
A Variational Approach to Learning Curves
We combine the replica approach from statistical physics with a variational approach to analyze learning curves analytically. We apply the method to Gaussian process regression. A...
Dörthe Malzahn, Manfred Opper
IVC
2007
84views more  IVC 2007»
15 years 6 months ago
A variation on SVD based image compression
We present a variation to the well studied SVD based image compression technique. Our variation can be viewed as a preprocessing step in which the input image is permuted as per a...
Abhiram G. Ranade, Srikanth S. Mahabalarao, Satyen...
SIAMIS
2010
114views more  SIAMIS 2010»
15 years 4 months ago
Improved Total Variation-Type Regularization Using Higher Order Edge Detectors
We present a novel deconvolution approach to accurately restore piecewise smooth signals from blurred data. The first stage uses Higher Order Total Variation restorations to obtai...
Wolfgang Stefan, Rosemary A. Renaut, Anne Gelb
ASPDAC
2007
ACM
101views Hardware» more  ASPDAC 2007»
15 years 10 months ago
Robust Analog Circuit Sizing Using Ellipsoid Method and Affine Arithmetic
-- Analog circuit sizing under process/parameter variations is formulated as a mini-max geometric programming problem. To tackle such problem, we present a new method that combines...
Xuexin Liu, Wai-Shing Luk, Yu Song, Pushan Tang, X...
DAC
2006
ACM
16 years 7 months ago
Stochastic variational analysis of large power grids considering intra-die correlations
For statistical timing and power analysis that are very important problems in the sub-100nm technologies, stochastic analysis of power grids that characterizes the voltage fluctua...
Praveen Ghanta, Sarma B. K. Vrudhula, Sarvesh Bhar...