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self-normalized importance sampling

5 papers

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Also known as

SNIS

Co-occurring keywords · papers mentioning both

missing data problem (1) softmax normalization (1) vocabulary sampling (1) lattice rescoring (1) neural language model (1) empirical likelihood (1) doubly robust (1) importance weighted autoencoder (1) softmax approximation (1) monte carlo method (1)

Papers

Partition Function Estimation under Bounded f-Divergence COLT 2026 BR-SNIS: Bias Reduced Self-Normalized Importance Sampling NeurIPS 2022 Self-Normalized Importance Sampling for Neural Language Modeling Interspeech 2022 On casting importance weighted autoencoder to an EM algorithm to learn deep generative models AISTATS 2020 Intrinsically Efficient, Stable, and Bounded Off-Policy Evaluation for Reinforcement Learning NeurIPS 2019