conftrace_

posterior distribution

259 papers

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Co-occurring keywords

bayesian inference (1907) variational inference (2069) markov chain monte carlo (725) uncertainty quantification (1393) bayesian neural network (201) thompson sampling (237) gaussian process (1200) neural network (6616) kullback-leibler divergence (181) generative model (2892)

Papers

Target-Side Augmentation for Document-Level Machine Translation ACL 2023
Uncertainty Quantification via Neural Posterior Principal Components NIPS 2023
Thompson Sampling with Less Exploration is Fast and Optimal ICML 2023
Bayesian Multi-Task Transfer Learning for Soft Prompt Tuning EMNLP 2023
Inferring Private Valuations from Behavioral Data in Bilateral Sequential Bargaining IJCAI 2023
VaRT: Variational Regression Trees NIPS 2023
Joint Bayesian Inference of Graphical Structure and Parameters with a Single Generative Flow Network NIPS 2023
Divide-and-Conquer Fusion JMLR 2023
Tree Variational Autoencoders NIPS 2023
Flat Seeking Bayesian Neural Networks NIPS 2023
Asymptotics of Bayesian Uncertainty Estimation in Random Features Regression NIPS 2023
On the Robustness to Misspecification of α-posteriors and Their Variational Approximations JMLR 2022
Efficient MCMC Sampling with Dimension-Free Convergence Rate using ADMM-type Splitting JMLR 2022
Fat–Tailed Variational Inference with Anisotropic Tail Adaptive Flows ICML 2022
Joint 3D Object Detection and Tracking Using Spatio-Temporal Representation of Camera Image and LiDAR Point Clouds AAAI 2022
Variational Inference in high-dimensional linear regression JMLR 2022
Being Properly Improper ICML 2022
Path-Gradient Estimators for Continuous Normalizing Flows ICML 2022
Transmission-Guided Bayesian Generative Model for Smoke Segmentation AAAI 2022
Data Augmentation MCMC for Bayesian Inference from Privatized Data NIPS 2022
Fast and Robust Rank Aggregation against Model Misspecification JMLR 2022
Rapid Convergence of Informed Importance Tempering AISTATS 2022
Fast Bayesian Coresets via Subsampling and Quasi-Newton Refinement NIPS 2022
Pick-and-Mix Information Operators for Probabilistic ODE Solvers AISTATS 2022
Non-Linear Pairwise Language Mappings for Low-Resource Multilingual Acoustic Model Fusion INTERSPEECH 2022