On the Information Bottleneck Theory of Deep Learning

Andrew M. Saxe, Yamini Bansal, Joel Dapello, Madhu Advani, Artemy Kolchinsky, Brendan D. Tracey, David Daniel Cox. On the Information Bottleneck Theory of Deep Learning. In 6th International Conference on Learning Representations, ICLR 2018, Vancouver, BC, Canada, April 30 - May 3, 2018, Conference Track Proceedings. OpenReview.net, 2018. [doi]

Authors

Andrew M. Saxe

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Yamini Bansal

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Joel Dapello

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Madhu Advani

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Artemy Kolchinsky

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Brendan D. Tracey

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David Daniel Cox

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