Differentiable Quantum Programming with Unbounded Loops Nov 8, 2022 Probabilistic Programming
Code Code Available 5 Detecting Dependencies in Sparse, Multivariate Databases Using Probabilistic Programming and Non-parametric Bayes Nov 5, 2016 Missing Values Probabilistic Programming
Code Code Available 5 Stochastic Probabilistic Programs Jan 8, 2020 Probabilistic Programming
Code Code Available 5 Probabilistic programming for birth-death models of evolution using an alive particle filter with delayed sampling Jul 10, 2019 Probabilistic Programming
Code Code Available 5 Probabilistic Programs with Stochastic Conditioning Oct 1, 2020 Probabilistic Programming
Code Code Available 5 Automating Model Comparison in Factor Graphs Jun 9, 2023 model parameter estimation
Code Code Available 5 Parameter elimination in particle Gibbs sampling Oct 30, 2019 Bayesian Inference Epidemiology
Code Code Available 5 MultiVerse: Causal Reasoning using Importance Sampling in Probabilistic Programming Oct 17, 2019 counterfactual Counterfactual Inference
Code Code Available 5 Modular Deep Probabilistic Programming May 1, 2019 Probabilistic Programming Variational Inference
Code Code Available 5 Myopic Bayesian Design of Experiments via Posterior Sampling and Probabilistic Programming May 25, 2018 Bayesian Inference Multi-Armed Bandits
Code Code Available 5 Probabilistic Data Analysis with Probabilistic Programming Aug 18, 2016 Clustering Dimensionality Reduction
Code Code Available 5 Reversible Jump Probabilistic Programming Apr 16, 2019 Bayesian Inference Code Generation
Code Code Available 5 Deep Amortized Inference for Probabilistic Programs Oct 18, 2016 Probabilistic Programming
Code Code Available 5 An Introduction to Probabilistic Programming Sep 27, 2018 Probabilistic Programming
Code Code Available 5 LF-PPL: A Low-Level First Order Probabilistic Programming Language for Non-Differentiable Models Mar 6, 2019 Probabilistic Programming
Code Code Available 5 Ice Core Dating using Probabilistic Programming Oct 29, 2022 Probabilistic Programming
Code Code Available 5 Dataflow Matrix Machines as a Generalization of Recurrent Neural Networks Mar 29, 2016 BIG-bench Machine Learning Probabilistic Programming
Code Code Available 5 A New Distribution-Free Concept for Representing, Comparing, and Propagating Uncertainty in Dynamical Systems with Kernel Probabilistic Programming Nov 25, 2019 Probabilistic Programming
Code Code Available 5 Improved Marginal Unbiased Score Expansion (MUSE) via Implicit Differentiation Sep 21, 2022 Bayesian Inference Probabilistic Programming
Code Code Available 5 Markov Senior -- Learning Markov Junior Grammars to Generate User-specified Content Aug 12, 2024 Probabilistic Programming
Code Code Available 5 Financial Data Analysis Using Expert Bayesian Framework For Bankruptcy Prediction Oct 19, 2020 Management Medical Diagnosis
Code Code Available 5 Automatically Marginalized MCMC in Probabilistic Programming Feb 1, 2023 Probabilistic Programming
Code Code Available 5 Amortized Rejection Sampling in Universal Probabilistic Programming Oct 20, 2019 Probabilistic Programming
Code Code Available 5 Hamiltonian Monte Carlo Inference of Marginalized Linear Mixed-Effects Models Oct 31, 2024 Probabilistic Programming
Code Code Available 5 Compiling Stan to Generative Probabilistic Languages and Extension to Deep Probabilistic Programming Sep 30, 2018 Probabilistic Programming Representation Learning
Code Code Available 5 Inference Compilation and Universal Probabilistic Programming Oct 31, 2016 Probabilistic Programming
Code Code Available 5 Functional Tensors for Probabilistic Programming Oct 23, 2019 Probabilistic Programming
Code Code Available 5 Joint Distributions for TensorFlow Probability Jan 22, 2020 Probabilistic Programming
Code Code Available 5 Automatic Reparameterisation of Probabilistic Programs Jun 7, 2019 Probabilistic Programming
Code Code Available 5 Accelerating Metropolis-Hastings with Lightweight Inference Compilation Oct 23, 2020 Probabilistic Programming
Code Code Available 5 Automatic structured variational inference Feb 3, 2020 Probabilistic Programming Variational Inference
Code Code Available 5 Delayed Sampling and Automatic Rao-Blackwellization of Probabilistic Programs Aug 25, 2017 parameter estimation Probabilistic Programming
Code Code Available 5 Compositional Semantics for Probabilistic Programs with Exact Conditioning Jan 27, 2021 Probabilistic Programming
Code Code Available 5 Composable Effects for Flexible and Accelerated Probabilistic Programming in NumPyro Dec 24, 2019 Probabilistic Programming
Code Code Available 5 Etalumis: Bringing Probabilistic Programming to Scientific Simulators at Scale Jul 8, 2019 Bayesian Inference CPU
Code Code Available 5 Exploring Bayesian approaches to eQTL mapping through probabilistic programming Jun 12, 2019 Probabilistic Programming regression
Code Code Available 5 Hamiltonian Monte Carlo for Probabilistic Programs with Discontinuities Apr 7, 2018 Probabilistic Programming
Code Code Available 5 A Factor Graph Approach to Automated Design of Bayesian Signal Processing Algorithms Nov 8, 2018 Bayesian Inference parameter estimation
Code Code Available 5 Machine Teaching of Active Sequential Learners Sep 8, 2018 Multi-Armed Bandits Probabilistic Programming
Code Code Available 5 Diffusion models for probabilistic programming Nov 1, 2023 Probabilistic Programming Variational Inference
Code Code Available 5 Robust leave-one-out cross-validation for high-dimensional Bayesian models Sep 19, 2022 Probabilistic Programming Vocal Bursts Intensity Prediction
Code Code Available 5 Probabilistic Search for Structured Data via Probabilistic Programming and Nonparametric Bayes Apr 4, 2017 Information Retrieval Probabilistic Programming
Code Code Available 5 Complex Coordinate-Based Meta-Analysis with Probabilistic Programming Dec 2, 2020 Probabilistic Programming
— Unverified 0 Compartmental Models for COVID-19 and Control via Policy Interventions Mar 6, 2022 Probabilistic Programming
— Unverified 0 Augur: a Modeling Language for Data-Parallel Probabilistic Inference Dec 12, 2013 Code Completion GPU
— Unverified 0 C3: Lightweight Incrementalized MCMC for Probabilistic Programs using Continuations and Callsite Caching Sep 7, 2015 Probabilistic Programming
— Unverified 0 A Step from Probabilistic Programming to Cognitive Architectures May 4, 2016 Probabilistic Programming
— Unverified 0 A meta-probabilistic-programming language for bisimulation of probabilistic and non-well-founded type systems Mar 30, 2022 Probabilistic Programming Vocal Bursts Type Prediction
— Unverified 0 Bob and Alice Go to a Bar: Reasoning About Future With Probabilistic Programs Aug 9, 2021 Bayesian Inference Probabilistic Programming
— Unverified 0 A Scenario-Based Platform for Testing Autonomous Vehicle Behavior Prediction Models in Simulation Oct 28, 2021 Prediction Probabilistic Programming
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