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	<title>Venkatesh Saligrama</title>
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	<description>Professor, Department of Electrical and Computer Engineering</description>
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		<title>Venkatesh Saligrama</title>
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		<pubDate>Wed, 22 Dec 2010 15:35:10 +0000</pubDate>
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		<description><![CDATA[&#160; &#160; I am a member of the Information Systems and Sciences (ISS) Group in the Electrical and Computer Engineering Department at Boston University. I am also affiliated with the Division of Systems Engineering. &#160; &#160; &#160; My current research focus is in machine learning. I am particularly interested in high-dimensional data and its interplay with [...]]]></description>
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<p>&nbsp;</p>
<p>&nbsp;</p>
<p>I am a member of the <a target="_blank" href="http://iss.bu.edu/" style="font-size: 14px; vertical-align: baseline; background-color: transparent; color: #2772b3; text-decoration: none; padding: 0px; margin: 0px; border: 0px initial initial;">Information Systems and Sciences</a> (ISS) Group in the Electrical and Computer Engineering Department at Boston University. I am also affiliated with the Division of Systems Engineering.</p>
<p>&nbsp;</p>
<p>&nbsp;</p>
<p>&nbsp;</p>
<p>My current research focus is in machine learning. I am particularly interested in high-dimensional data and its interplay with sparsity, low-dimensional manifolds and networked structures. I am also interested in developing tools for machine learning under a budget and is motivated by problems arising in controlled sensing where sequential rules have to be designed.</p>
<p>Another focus of my recent research is on developing concepts and tools for video analytics in highly cluttered and urban scenarios.</p>
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