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

Numerical Approximations of Log Gaussian Cox Process (Student Abstract) AAAI 2022
BayesAdapter: Being Bayesian, Inexpensively and Reliably, via Bayesian Fine-tuning ACML 2022
Transmission-Guided Bayesian Generative Model for Smoke Segmentation AAAI 2022
Non-Linear Pairwise Language Mappings for Low-Resource Multilingual Acoustic Model Fusion INTERSPEECH 2022
Knowledge Distillation via Constrained Variational Inference AAAI 2022
Pick-and-Mix Information Operators for Probabilistic ODE Solvers AISTATS 2022
Recursive Monte Carlo and variational inference with auxiliary variables UAI 2022
Variational Inference in high-dimensional linear regression JMLR 2022
Joint 3D Object Detection and Tracking Using Spatio-Temporal Representation of Camera Image and LiDAR Point Clouds AAAI 2022
Non-Cheating Teaching Revisited: A New Probabilistic Machine Teaching Model IJCAI 2022
Approximate Bayesian Computation via Classification JMLR 2022
Latent Time Neural Ordinary Differential Equations AAAI 2022
PACm-Bayes: Narrowing the Empirical Risk Gap in the Misspecified Bayesian Regime AISTATS 2022
Truncated proposals for scalable and hassle-free simulation-based inference NIPS 2022
Efficient and transferable adversarial examples from bayesian neural networks UAI 2022
What Are Bayesian Neural Network Posteriors Really Like? ICML 2021
Pseudo-Marginal Hamiltonian Monte Carlo JMLR 2021
GemBag: Group Estimation of Multiple Bayesian Graphical Models JMLR 2021
Fairness in Ranking under Uncertainty NIPS 2021
Probabilistic Monocular 3D Human Pose Estimation With Normalizing Flows ICCV 2021
A Bayesian Approach for Subset Selection in Contextual Bandits AAAI 2021
On the Role of Data in PAC-Bayes Bounds AISTATS 2021
How Tight Can PAC-Bayes be in the Small Data Regime? NIPS 2021
Learning to Ground Visual Objects for Visual Dialog EMNLP 2021
Conformal Bayesian Computation NIPS 2021