most citedLearning Randomly Perturbed Structured Predictors for Direct Loss Minimization

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cs.LG2024

On The Statistical Representation Properties Of The Perturb-Softmax And The Perturb-Argmax Probability Distributions

Hedda Cohen Indelman, Tamir Hazan

The Gumbel-Softmax probability distribution allows learning discrete tokens in generative learning, while the Gumbel-Argmax probability distribution is useful in learning discrete…