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    Browsing Electrical Communication Engineering (ECE) by Advisor 
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    • Electrical Communication Engineering (ECE)
    • Browsing Electrical Communication Engineering (ECE) by Advisor
    •   etd@IISc
    • Division of Electrical, Electronics, and Computer Science (EECS)
    • Electrical Communication Engineering (ECE)
    • Browsing Electrical Communication Engineering (ECE) by Advisor
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    Browsing Electrical Communication Engineering (ECE) by Advisor "Chepuri, Sundeep Prabhakar"

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      • Graph Neural Networks with Parallel Local Neighborhood Aggregations 

        Doshi, Siddhanth Rahul
        Graph neural networks (GNNs) have become very popular for processing and analyzing graph-structured data in the last few years. Using message passing as their basic building blocks that aggregate information from neighborhoods, ...
      • Learning with Multi-domain and Multi-view Graph Data 

        Kadambari, Sai Kiran
        In many applications, we observe large volumes of data supported on irregular (non-Euclidean) domains. In graph signal processing (GSP) and graph machine learning (GML), data is indexed using the nodes of a graph and ...
      • Sampling, Recovery, and Learning Methods for Graphs and Simplicial Complexes 

        Reddy, Thummaluru Siddartha
        Many datasets are often supported by irregular non-Euclidean domains. Graph signal processing (GSP) and topological signal processing (TSP) enables effective processing of such data by modeling interactions among data ...

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