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Amitabh Basu

Learning Cut Generating Functions for Integer Programming

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May 22, 2024
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Data-driven algorithm design using neural networks with applications to branch-and-cut

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Feb 04, 2024
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On the power of graph neural networks and the role of the activation function

Jul 10, 2023
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Neural networks with linear threshold activations: structure and algorithms

Nov 15, 2021
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Leveraging semantically similar queries for ranking via combining representations

Jun 23, 2021
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Towards Lower Bounds on the Depth of ReLU Neural Networks

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May 31, 2021
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Learning to rank via combining representations

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May 20, 2020
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Understanding Deep Neural Networks with Rectified Linear Units

Feb 28, 2018
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Lower bounds over Boolean inputs for deep neural networks with ReLU gates

Nov 09, 2017
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Sparse Coding and Autoencoders

Oct 20, 2017
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