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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 1501–1550 of 2226 papers

TitleStatusHype
Half-VAE: An Encoder-Free VAE to Bypass Explicit Inverse Mapping—0
Hamiltonian ABC—0
Hamiltonian Adaptive Importance Sampling—0
Hamming Ball Auxiliary Sampling for Factorial Hidden Markov Models—0
Hebbian Learning of Bayes Optimal Decisions—0
Heterogeneous Learning from Demonstration—0
Heuristic Search as Evidential Reasoning—0
Hidden Markov Models Applied To Intraday Momentum Trading With Side Information—0
Hidden Markov Model: Tutorial—0
Context-tree weighting for real-valued time series: Bayesian inference with hierarchical mixture models—0
Hierarchical Bayesian myocardial perfusion quantification—0
Hierarchical MTC User Activity Detection and Channel Estimation with Unknown Spatial Covariance—0
Control-Data Separation and Logical Condition Propagation for Efficient Inference on Probabilistic Programs—0
Hierarchical thematic classification of major conference proceedings—0
HIF: Height Interval Filtering for Efficient Dynamic Points Removal—0
High-dimensional Bayesian inference via the Unadjusted Langevin Algorithm—0
High-dimensional near-optimal experiment design for drug discovery via Bayesian sparse sampling—0
High-Performance FPGA-based Accelerator for Bayesian Neural Networks—0
HJ-sampler: A Bayesian sampler for inverse problems of a stochastic process by leveraging Hamilton-Jacobi PDEs and score-based generative models—0
HomeEmergency -- Using Audio to Find and Respond to Emergencies in the Home—0
Homeostatic plasticity in Bayesian spiking networks as Expectation Maximization with posterior constraints—0
How Adults Understand What Young Children Say—0
How Good is the Bayes Posterior in Deep Neural Networks Really?—0
How Much More Probable is "Much More Probable"? Verbal Expressions for Probability Updates—0
How particular is the physics of the free energy principle?—0
How To Make Your Cell Tracker Say "I dunno!"—0
How Wrong Am I? - Studying Adversarial Examples and their Impact on Uncertainty in Gaussian Process Machine Learning Models—0
Human collective intelligence as distributed Bayesian inference—0
Human Goal Recognition as Bayesian Inference: Investigating the Impact of Actions, Timing, and Goal Solvability—0
Human Inference in Changing Environments With Temporal Structure—0
Human-Level Reinforcement Learning through Theory-Based Modeling, Exploration, and Planning—0
Hybrid Bayesian Neural Networks with Functional Probabilistic Layers—0
Hybridizing Physical and Data-driven Prediction Methods for Physicochemical Properties—0
Hybrid Predictive Coding: Inferring, Fast and Slow—0
Hyperboloid GPLVM for Discovering Continuous Hierarchies via Nonparametric Estimation—0
IBIA: Bayesian Inference via Incremental Build-Infer-Approximate operations on Clique Trees—0
Impact of Parameter Sparsity on Stochastic Gradient MCMC Methods for Bayesian Deep Learning—0
Implementation of a practical Markov chain Monte Carlo sampling algorithm in PyBioNetFit—0
Implicit Causal Models for Genome-wide Association Studies—0
Implicit Full Waveform Inversion with Deep Neural Representation—0
Implicit representation priors meet Riemannian geometry for Bayesian robotic grasping—0
Improved algorithm for neuronal ensemble inference by Monte Carlo method—0
Improved Bayesian Logistic Supervised Topic Models with Data Augmentation—0
Improved Combinatory Categorial Grammar Induction with Boundary Words and Bayesian Inference—0
Improved Neuronal Ensemble Inference with Generative Model and MCMC—0
Improvement and generalization of ABCD method with Bayesian inference—0
Enhanced BPINN Training Convergence in Solving General and Multi-scale Elliptic PDEs with Noise—0
Improvements to Inference Compilation for Probabilistic Programming in Large-Scale Scientific Simulators—0
Structured Dropout Variational Inference for Bayesian Neural Networks—0
Improving Generalization with Flat Hilbert Bayesian Inference—0
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Benchmark Results

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