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A Review of the Gumbel-max Trick and its Extensions for Discrete Stochasticity in Machine Learning

Oct 04, 2021
Iris A. M. Huijben, Wouter Kool, Max B. Paulus, Ruud J. G. van Sloun

* Submitted to IEEE TPAMI 

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Rao-Blackwellizing the Straight-Through Gumbel-Softmax Gradient Estimator

Oct 09, 2020
Max B. Paulus, Chris J. Maddison, Andreas Krause

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Gradient Estimation with Stochastic Softmax Tricks

Jun 15, 2020
Max B. Paulus, Dami Choi, Daniel Tarlow, Andreas Krause, Chris J. Maddison

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