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bayesian approximation

8 papers

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Co-occurring keywords · papers mentioning both

bayesian inference (3) uncertainty quantification (2) semi-structured regression (1) subspace inference (1) gender bia (1) dialog system (1) preference dataset (1) distribution calibration (1) monte carlo dropout (1) online ranking (1)

Papers

Stochastic Embeddings : A Probabilistic and Geometric Analysis of Out-of-Distribution Behavior UAI 2025 Bayesian Semi-structured Subspace Inference AISTATS 2024 Improving Instruction Following in Language Models through Proxy-Based Uncertainty Estimation ICML 2024 Distribution Calibration for Out-of-Domain Detection with Bayesian Approximation COLING 2022 Detecting Independent Pronoun Bias with Partially-Synthetic Data Generation EMNLP 2020 Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning ICML 2016 A Tractable Approximation to Optimal Point Process Filtering: Application to Neural Encoding NeurIPS 2015 A Bayesian Approximation Method for Online Ranking JMLR 2011