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gumbel-max trick

7 papers

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Co-occurring keywords · papers mentioning both

subset sampling (1) instance-wise feature selection (1) counterfactual generation (1) sampling without replacement (1) stochastic beam search (1) score function estimator (1) perturbation model (1) structured latent variable (1) arg max (1) combinatorial space (1)

Papers

Gumbel Counterfactual Generation From Language Models ICLR 2025 Leveraging Recursive Gumbel-Max Trick for Approximate Inference in Combinatorial Spaces NeurIPS 2021 Ancestral Gumbel-Top-k Sampling for Sampling Without Replacement JMLR 2020 Gradient Estimation with Stochastic Softmax Tricks NeurIPS 2020 Direct Optimization through $\arg \max$ for Discrete Variational Auto-Encoder NeurIPS 2019 Reparameterizable Subset Sampling via Continuous Relaxations IJCAI 2019 Racing Thompson: an Efficient Algorithm for Thompson Sampling with Non-conjugate Priors ICML 2018