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CORR
2010
Springer
96views Education» more  CORR 2010»
14 years 9 months ago
LSMR: An iterative algorithm for sparse least-squares problems
Abstract. An iterative method LSMR is presented for solving linear systems Ax = b and leastsquares problem min Ax - b 2, with A being sparse or a fast linear operator. LSMR is base...
David Fong, Michael Saunders
CORR
2008
Springer
91views Education» more  CORR 2008»
14 years 9 months ago
Secure Lossless Compression with Side Information
Secure data compression in the presence of side information at both a legitimate receiver and an eavesdropper is explored. A noise-free, limited rate link between the source and th...
Deniz Gündüz, Elza Erkip, H. Vincent Poo...
CSDA
2006
98views more  CSDA 2006»
14 years 9 months ago
Fast estimation algorithm for likelihood-based analysis of repeated categorical responses
Likelihood-based marginal regression modelling for repeated, or otherwise clustered, categorical responses is computationally demanding. This is because the number of measures nee...
Jukka Jokinen
IJAR
2008
155views more  IJAR 2008»
14 years 9 months ago
Estimation of causal effects using linear non-Gaussian causal models with hidden variables
The task of estimating causal effects from non-experimental data is notoriously difficult and unreliable. Nevertheless, precisely such estimates are commonly required in many fiel...
Patrik O. Hoyer, Shohei Shimizu, Antti J. Kerminen...
IPM
2008
123views more  IPM 2008»
14 years 9 months ago
Effectiveness of additional representations for the search result presentation on the web
The presentation of search results on the web has been dominated by the textual form of document representation. On the other hand, the document's visual aspects such as the ...
Hideo Joho, Joemon M. Jose