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Copy file name to clipboardExpand all lines: profile/sourabh-palande.html
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@@ -85,7 +85,7 @@ <h3>Sourabh Palande</h3>
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<section>
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<h3>Education</h3>
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<ul>
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<li>Ph.D in Computing, University of Utah
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<li>Ph.D in Computing (Image Analysis), University of Utah
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</li>
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<li>M.Sc in Applied Mathematics, University of Manchester
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</li>
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</section>
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<section>
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<h3>Research Interests</h3>
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Sourabh's research focuses on developing methods to exploit topology (shape) and geometry (structure) in different stages of a machine learning and/or data analysis pipeline. These methods typically fall into one of the following categories:
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Sourabh's research focuses on developing methods to exploit topology (shape) and geometry (structure) in different stages of machine learning, and image / data analysis pipelines. These methods typically fall into one of the following categories:
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<ul>
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<li>Extracting signatures (features) for machine learning, analysis, and visualization.</li>
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<li>Developing learning algorithms that leverage the topology or geometry.</li>
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<li>Utilizing topology and geometry to understand, interpret trained machine learning models.</li>
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</ul>
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Sourabh has applied these methods to address biomedical and biological reseach problems, and has experience working with imaging and network-structured data from these domains.
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Sourabh has applied these methods to address biomedical and biological reseach problems, and has experience working with various imaging modalities and network-structured datasets from these domains.
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