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Bayesian Inference

Bayesian Inference is a methodology that employs Bayes Rule to estimate parameters (and their full posterior).

Papers

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Showing 751–800 of 2226 papers

TitleStatusHype
Are you using test log-likelihood correctly?—0
Bayesian mechanics of self-organising systems—0
A Review of Multiple Try MCMC algorithms for Signal Processing—0
A Generative Modeling Framework for Inferring Families of Biomechanical Constitutive Laws in Data-Sparse Regimes—0
Accurate Evaluation of Asset Pricing Under Uncertainty and Ambiguity of Information—0
Bayesian Masking: Sparse Bayesian Estimation with Weaker Shrinkage Bias—0
Bayesian Low Rank Tensor Ring Model for Image Completion—0
A Review of Change of Variable Formulas for Generative Modeling—0
Bayesian Low-Rank Interpolative Decomposition for Complex Datasets—0
Bayesian Logistic Shape Model Inference: application to cochlea image segmentation—0
A Review of Bayesian Uncertainty Quantification in Deep Probabilistic Image Segmentation—0
Bayesian Learning via Neural Schrödinger-Föllmer Flows—0
Bayesian learning of orthogonal embeddings for multi-fidelity Gaussian Processes—0
Are low frequency macroeconomic variables important for high frequency electricity prices?—0
Bayesian Learning of Kernel Embeddings—0
Bayesian Learning for Neural Networks: an algorithmic survey—0
A Relaxed Drift Diffusion Model for Phylogenetic Trait Evolution—0
A Generalization Bound for Online Variational Inference—0
Accurate Direct Positioning in Distributed MIMO Using Delay-Doppler Channel Measurements—0
A Bayesian Perspective on the Maximum Score Problem—0
Bayesian Knowledge-driven Critiquing with Indirect Evidence—0
A recursive Bayesian neural network for constitutive modeling of sands under monotonic loading—0
Bayesian Joint Matrix Decomposition for Data Integration with Heterogeneous Noise—0
Bayesian Inverse Contextual Reasoning for Heterogeneous Semantics-Native Communication—0
Bayesian Invariant Risk Minimization—0
BInGo: Bayesian Intrinsic Groupwise Registration via Explicit Hierarchical Disentanglement—0
A rational decision making framework for inhibitory control—0
Accounting for contact network uncertainty in epidemic inferences—0
Bayesian Unsupervised Disentanglement of Anatomy and Geometry for Deep Groupwise Image Registration—0
Bayesian Interpolation with Deep Linear Networks—0
Bayesian Integration of Multi-resolutional Grid Codes for Spatial Cognition—0
Bayesian Inference with Posterior Regularization and applications to Infinite Latent SVMs—0
A Probabilistic Semi-Supervised Approach with Triplet Markov Chains—0
Bayesian Inference with Nonlinear Generative Models: Comments on Secure Learning—0
A Probabilistic Model of Social Decision Making based on Reward Maximization—0
Bayesian Inference with Generative Adversarial Network Priors—0
Bayesian inference with finitely wide neural networks—0
A Probabilistic Model for Canonicalizing Named Entity Mentions—0
A Formal Calculus for International Relations Computation and Evaluation—0
Accelerating the diffusion-based ensemble sampling by non-reversible dynamics—0
A Bayesian Approach for Accurate Classification-Based Aggregates—0
Bayesian Inference with Deep Weakly Nonlinear Networks—0
A Probabilistic Framework for Dynamic Object Recognition in 3D Environment With A Novel Continuous Ground Estimation Method—0
Affine Invariant Ensemble Transform Methods to Improve Predictive Uncertainty in Neural Networks—0
Bayesian inference via rejection filtering—0
Bayesian Inference via Approximation of Log-likelihood for Priors in Exponential Family—0
A probabilistic atlas of the human thalamic nuclei combining ex vivo MRI and histology—0
Bayesian inference to improve quality of Retrieval Augmented Generation—0
A Primer on Variational Inference for Physics-Informed Deep Generative Modelling—0
A theory of representation learning gives a deep generalisation of kernel methods—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1F-SWAAccuracy83.61—Unverified
2F-SWAGAccuracy80.93—Unverified