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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 1201–1250 of 2226 papers

TitleStatusHype
Scalable Bayesian inference of dendritic voltage via spatiotemporal recurrent state space models—0
Scalable Bayesian Inverse Reinforcement Learning by Auto-Encoding Reward—0
Scalable Bayesian Learning for State Space Models using Variational Inference with SMC Samplers—0
Scalable Control Variates for Monte Carlo Methods via Stochastic Optimization—0
Scalable Decipherment for Machine Translation via Hash Sampling—0
Scalable Discrete Sampling as a Multi-Armed Bandit Problem—0
Scalable Gaussian Processes with Grid-Structured Eigenfunctions (GP-GRIEF)—0
Scalable Inference for Neuronal Connectivity from Calcium Imaging—0
Scalable Inference for Nonparametric Hawkes Process Using Pólya-Gamma Augmentation—0
Scalable Nonparametric Bayesian Inference on Point Processes with Gaussian Processes—0
Scalable Quasi-Bayesian Inference for Instrumental Variable Regression—0
Scalable Variational Inference in Log-supermodular Models—0
Scalable Vertical Federated Learning via Data Augmentation and Amortized Inference—0
Beyond the Power Law: Estimation, Goodness-of-Fit, and a Semiparametric Extension in Complex Networks—0
Scale invariant process regression: Towards Bayesian ML with minimal assumptions—0
Scaling Bayesian inference of mixed multinomial logit models to very large datasets—0
Scaling multi-species occupancy models to large citizen science datasets—0
Scaling Nonparametric Bayesian Inference via Subsample-Annealing—0
Scaling Up Bayesian Uncertainty Quantification for Inverse Problems using Deep Neural Networks—0
Seeing Tree Structure from Vibration—0
Self-Averaging Expectation Propagation—0
Semantic Classification and Learning Using a Linear Tranformation Model in a Probabilistic Type Theory with Records—0
Semantic Parsing with Bayesian Tree Transducers—0
Semiparametric Bayesian Difference-in-Differences—0
Semiparametric Bayesian Inference for a Conditional Moment Equality Model—0
Semi-parametric financial risk forecasting incorporating multiple realized measures—0
Semiring Programming: A Declarative Framework for Generalized Sum Product Problems—0
Separated-Spectral-Distribution Estimation Based on Bayesian Inference with Single RGB Camera—0
Seq2Seq Surrogates of Epidemic Models to Facilitate Bayesian Inference—0
Sequential Bayesian Detection of Spike Activities from Fluorescence Observations—0
Sequential Bayesian experimental designs via reinforcement learning—0
Sequential Cooperative Bayesian Inference—0
Sequential Experimental Design for Spectral Measurement: Active Learning Using a Parametric Model—0
Sequential Gibbs Posteriors with Applications to Principal Component Analysis—0
Sequential Monte Carlo Inference of Mixed Membership Stochastic Blockmodels for Dynamic Social Networks—0
Optimality of short-term synaptic plasticity in modelling certain dynamic environments—0
Should We Trust This Summary? Bayesian Abstractive Summarization to The Rescue—0
Sigma Point Belief Propagation—0
Signal-based Bayesian Seismic Monitoring—0
Signal Detection in MIMO Systems with Hardware Imperfections: Message Passing on Neural Networks—0
Simplifying deflation for non-convex optimization with applications in Bayesian inference and topology optimization—0
Simulating how animals learn: a new modelling framework applied to the process of optimal foraging—0
Simulation-based Bayesian inference for robotic grasping—0
Simulation-based Bayesian inference for multi-fingered robotic grasping—0
Simulation-based Bayesian inference under model misspecification—0
Simulation-based inference with the Python Package sbijax—0
Simultaneous Estimation of Noise Variance and Number of Peaks in Bayesian Spectral Deconvolution—0
Sketching for Latent Dirichlet-Categorical Models—0
SMC Is All You Need: Parallel Strong Scaling—0
SoftBart: Soft Bayesian Additive Regression Trees—0
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Benchmark Results

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