← Optimization & Theory
Machine Learning › Optimization & Theory ›

Bayesian Inference

4821 directly classified papers

Papers per year

Papers

Robust Approximate Sampling via Stochastic Gradient Barker Dynamics AISTATS 2024
Choosy Babies Need One Coach: Inducing Mode-Seeking Behavior in BabyLlama with Reverse KL Divergence CONLL 2024
Equation Discovery with Bayesian Spike-and-Slab Priors and Efficient Kernels AISTATS 2024
Mixed variational flows for discrete variables AISTATS 2024
Bayesian Online Learning for Consensus Prediction AISTATS 2024
Marginal Causal Flows for Validation and Inference NIPS 2024
Uncertainty-aware Action Decoupling Transformer for Action Anticipation CVPR 2024
Sketched Lanczos uncertainty score: a low-memory summary of the Fisher information NIPS 2024
Cylindrical Thompson Sampling for High-Dimensional Bayesian Optimization AISTATS 2024
Uncertainty informed optimal resource allocation with Gaussian process based Bayesian inference L4DC 2024
Variational Resampling AISTATS 2024
Causal Discovery Inspired Unsupervised Domain Adaptation for Emotion-Cause Pair Extraction EMNLP 2024
Fast Fourier Bayesian Quadrature AISTATS 2024
Bayesian Diffusion Models for 3D Shape Reconstruction CVPR 2024
Event-triggered safe Bayesian optimization on quadcopters L4DC 2024
SURE: SUrvey REcipes for building reliable and robust deep networks CVPR 2024
Multi-View 3D Object Reconstruction and Uncertainty Modelling With Neural Shape Prior WACV 2024
Make Me a BNN: A Simple Strategy for Estimating Bayesian Uncertainty from Pre-trained Models CVPR 2024
Riemannian Laplace Approximation with the Fisher Metric AISTATS 2024
Continuous Relational Diffusion Driven Topic Model with Multi-grained Text for Microblog COLING 2024
A Bayesian Approach to OOD Robustness in Image Classification CVPR 2024
Centroid-Based Efficient Minimum Bayes Risk Decoding ACL 2024
Leveraging PAC-Bayes Theory and Gibbs Distributions for Generalization Bounds with Complexity Measures AISTATS 2024
Modeling Random Networks with Heterogeneous Reciprocity JMLR 2024
Geometric No-U-Turn Samplers: Concepts and Evaluation PGM 2024