The Variational Bandwidth Bottleneck: Stochastic Evaluation on an Information Budget

    Cited by: 0|Bibtex|29|

    international conference on learning representations, 2020.

    Keywords:
    Variational Information Bottleneck Reinforcement learning

    Abstract:

    In many applications, it is desirable to extract only the relevant information from complex input data, which involves making a decision about which input features are relevant. The information bottleneck method formalizes this as an information-theoretic optimization problem by maintaining an optimal tradeoff between compression (t...More
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