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bayesian estimation

38 papers

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Co-occurring keywords

bayesian inference (1907) causal inference (1630) posterior distribution (259) variational inference (2069) point process (109) gaussian process (1200) parameter estimation (274) variational baye (50) maximum a posteriori (88) entropy estimation (49)

Papers

Efficient Hallucination Detection: Adaptive Bayesian Estimation of Semantic Entropy with Guided Semantic Exploration AAAI 2026
PAGPL: Privacy-Aware Graph Prompt Learning Scheme via Adaptive Perturbation-Estimated Topology Recovery AAAI 2026
Scalable and Adaptive Variational Bayes Methods for Hawkes Processes JMLR 2025
A Bayesian Quantification of Aporophobia and the Aggravating Effect of Low–Wealth Contexts on Stigmatization NAACL 2024
Convergence Rates of a Class of Multivariate Density Estimation Methods Based on Adaptive Partitioning JMLR 2023
Safe Sequential Testing and Effect Estimation in Stratified Count Data AISTATS 2023
Bayesian Estimation of Differential Privacy ICML 2023
Fast Bayesian Estimation of Point Process Intensity as Function of Covariates NIPS 2022
Learning from Stochastically Revealed Preference NIPS 2022
Estimating Causal Effects under Network Interference with Bayesian Generalized Propensity Scores JMLR 2022
Confidence Score Based Conformer Speaker Adaptation for Speech Recognition INTERSPEECH 2022
Self-Supervised Deep Image Restoration via Adaptive Stochastic Gradient Langevin Dynamics CVPR 2022
Automatic Error Correction for Speaker Embedding Learning with Noisy Labels INTERSPEECH 2021
Quantile Graphical Models: a Bayesian Approach JMLR 2020
Maximum a posteriori Speech Enhancement Based on Double Spectrum INTERSPEECH 2019
On the Use of Pitch Features for Disordered Speech Recognition INTERSPEECH 2019
RankME: Reliable Human Ratings for Natural Language Generation NAACL 2018
Doubly Decomposing Nonparametric Tensor Regression ICML 2016
Gaussian Processes for Bayesian Estimation in Ordinary Differential Equations ICML 2014
Probabilistic Partial Canonical Correlation Analysis ICML 2014
Interval Tracker: Tracking by Interval Analysis CVPR 2014
Bayesian Estimation of Causal Direction in Acyclic Structural Equation Models with Individual-specific Confounder Variables and Non-Gaussian Distributions JMLR 2014
Global Analytic Solution of Fully-observed Variational Bayesian Matrix Factorization JMLR 2013
Bayesian Estimation of Latently-grouped Parameters in Undirected Graphical Models NIPS 2013
Reconciling "priors" & "priors" without prejudice? NIPS 2013