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Big Data and Biological Networks · End Term · 28 Apr 2024 · January 2024 term

Question 15: Why do we need specialized deep learning architectures f…

Question 15

+2 marksOne correct option

Why do we need specialized deep learning architectures for graphs?

  1. A

    The flattened adjacency matrix does not change with ordering of nodes

  2. B

    Graphs have variable-sized structures and irregular connectivity patterns

  3. C

    Feed-forward networks are permutation equivariant functions

  4. D

    All of these

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Correct answer

  • B

    Graphs have variable-sized structures and irregular connectivity patterns

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Question 15 of 42 in the IIT Madras BS Big Data and Biological Networks (Big Data and Biological Networks) End Term paper sat on 28 Apr 2024, in the January 2024 term (IIT M DEGREE FN EXAM QDB1 28 Apr 2024). It carries 2 marks.

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