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JMLR
2011
148views more  JMLR 2011»
14 years 5 months ago
Multitask Sparsity via Maximum Entropy Discrimination
A multitask learning framework is developed for discriminative classification and regression where multiple large-margin linear classifiers are estimated for different predictio...
Tony Jebara
TSP
2010
14 years 5 months ago
Shrinkage algorithms for MMSE covariance estimation
We address covariance estimation in the sense of minimum mean-squared error (MMSE) when the samples are Gaussian distributed. Specifically, we consider shrinkage methods which are ...
Yilun Chen, Ami Wiesel, Yonina C. Eldar, Alfred O....
ALMOB
2008
95views more  ALMOB 2008»
14 years 10 months ago
A stitch in time: Efficient computation of genomic DNA melting bubbles
Background: It is of biological interest to make genome-wide predictions of the locations of DNA melting bubbles using statistical mechanics models. Computationally, this poses th...
Eivind Tøstesen
IJACTAICIT
2010
121views more  IJACTAICIT 2010»
14 years 5 months ago
Separation and Equalization of Cross-Coupled Signals by Adaptive Cancellation
This paper describes an adaptive noise cancellation structure suitable for the separation and equalization of signals that coupled due to the approximate placing of primary and au...
Manal Jamil Al-Kindi
PLDI
1999
ACM
15 years 2 months ago
Pointer Analysis for Multithreaded Programs
This paper presents a novel interprocedural, ow-sensitive, and context-sensitive pointer analysis algorithm for multithreaded programs that may concurrently update shared pointers...
Radu Rugina, Martin C. Rinard