Improved Gradient-Based Optimization Over Discrete Distributions

29 Sep 2018 Evgeny Andriyash Arash Vahdat Bill Macready

In many applications we seek to maximize an expectation with respect to a distribution over discrete variables. Estimating gradients of such objectives with respect to the distribution parameters is a challenging problem... (read more)

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