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NOTICE: This domain name expired on 3/20/2018 and is pending renewal or deletion. Welcome to: gautampendse.com. This Web page is parked for FREE, courtesy of GoDaddy.com. Would you like to buy this. THE domain at THE price. Visit GoDaddy.com for the best values on. Restrictions apply. See website for details.
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gautampendse.com - Publications
http://www.gautampendse.com/publications.html
GAUTAM V. PENDSE. Gautam V. Pendse, BSVM: A Banded Suport Vector Machine (2011), arXiv:1107.2347v1. StatML] Go to BSVM Project Webpage. Gautam V. Pendse, A tutorial on the LASSO and the shooting algorithm (2011), pdf. Go to LASSO Shooting Webpage. Gautam V. Pendse, PMOG: The projected mixture of Gaussians model with application to blind source separation (2010), Neural Networks (in press), doi:10.1016/j.neunet.2011.12.005. Download preprint at arXiv:1008.2743v1. Go to PMOG Project Webpage. Gautam Pendse,...
gautampendse.com - Projects
http://www.gautampendse.com/projects.html
GAUTAM V. PENDSE. The Projected Mixture of Gaussians (PMOG) and Blind Source Separation (BSS). BSVM: A Banded Support Vector Machine. Reproducible resting state network (RSN) detection in fMRI.
Projected MOG
http://www.gautampendse.com/projects/pmog/webpage/pmog.html
PMOG: The projected mixture of Gaussians model with application to blind source separation. Author: Gautam V. Pendse. However the exact ML approach of Attias et al. (1999) becomes computationally intractable for 13 latent sources and one has to resort to approximate variational inference. In addition, the approach of Attias et al. assumes "exact independence" between latent sources, i.e., does not allow partial dependence between sources. The present work is mainly inspired by the work of Hyvarinen et al...
LASSO
http://www.gautampendse.com/software/lasso/webpage/lasso_shooting.html
A tutorial on the LASSO and the "shooting algorithm". Author: Gautam V. Pendse. The LASSO is an L1 penalized regression technique introduced by Tibshirani (1996). An efficient algorithm called the "shooting algorithm" was proposed by Fu (1998) for solving the LASSO problem in the multi parameter case. In this tutorial, we present a simple and self-contained derivation of the LASSO "shooting algorithm". Download LASSO shooting tutorial. 1(2):302-332, 2007. [pdf. 7:397-416, 1998. [pdf. P Tseng. Coordin...
gautampendse.com - Software
http://www.gautampendse.com/software.html
GAUTAM V. PENDSE. A tutorial on the LASSO and the "shooting algorithm".
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TechDaddy
Tuesday, April 27, 2010. How to use DBMS PROFILER package? It is the PL/SQL code tuning technique. It allows you to check the run time behavior of your PL/SQL code and helps you in identifying the areas where the performance issue is. The output of DBMS PROFILER package is very easy to read as it gives the execution time for each line of code and from there you can easily. DBMS PROFILER package has some subprograms like:. GET VERSION Procedure: Gets the version of this API. Proftab.sql : This file cr...
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My Pictures
Wednesday, January 11, 2006. Experiment with reflection of flash on a Frisbee. Tuesday, November 15, 2005. The yellow tint right in the middle of the picture is a leaf. If you put your finger really close to your eye you can see right through your finger. I used that effect with the camera. Camera model : Canon EOS DIGITAL REBEL. Date/Time : 2005:11:06 04:43:28. Resolution : 3072 x 2048. Flash used : No. Focal length : 55.0mm (35mm equivalent: 87mm). CCD width : 22.66mm. Exposure time: 0.050 s (1/20).
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