#bayesianinference search results
I am delighted to announce that a draft of my latest book, “Probabilistic Machine Learning: Advanced Topics”, is now available online at probml.ai. It covers #DeepGenerativeModels, #BayesianInference, #Causality, #ReinforcementLearning, #DistributionShift, etc.
New study proposes adaptive sampling for digital phenotyping, reducing data costs. Bayesian methods like MCMC and GP show promise in monitoring germination rates efficiently. #DigitalPhenotyping #BayesianInference #DataOptimization Details: doi.org/10.1016/j.plap…
"Why are people biased when making inferences about probabilities? We show how cognitive costs that hamper Bayesian inference result in biases, variability, and non-trivial suboptimal behaviors." mdpi.com/1099-4300/23/5… #Bayesianinference #cognitivecost
ArviZ: Exploratory analysis of Bayesian models Includes functions for posterior analysis, sample diagnostics, model checking, and comparison: arviz-devs.github.io/arviz/ #ArtificialIntelligence #Bayesian #BayesianInference #MachineLearning #Python
📣 Deal of the Day 📣 Oct 6 HALF OFF NEW MEAP! Grokking Bayes & selected titles: hubs.la/Q03Mqf-b0 A complete guide to thinking in Bayes, full of fun illustrations and friendly introductions. @the_subtrahend #Bayesian #BayesianStatistics #BayesianInference…
#mdpientropy "Geometric Variational Inference" mdpi.com/1099-4300/23/7… #variationalmethods #Bayesianinference #Riemannmanifolds
🚀 An update from the RxInfer team! We've added an experimental implementation of the Recurrent Switching Linear Dynamical Systems (RSLDS) model, inspired by Linderman et al.'s work (arxiv.org/abs/1610.08466) Check it out here examples.rxinfer.com/categories/exp… #BayesianInference #RxInfer
New research! "#NaturalStatistics of #HeadRoll: implications for #BayesianInference in spatial orientation" by Sophie C. M. J. Willemsen et al. 🖱 ow.ly/ER0T50Mkece @pmedendorp #VestibularSystem #MultisensoryIntegration
New #SpecialIssue "#BayesianInference in Probabilistic Graphical Models", edited by Dr. Rafael Rumí and Prof. Dr. Antonio Salmerón, is open for submission! mdpi.com/journal/entrop… #Bayesiannetworks #ProbabilisticGraphicalModels #Bayesianmethods #VariationalInference
🎉 Exciting news! RxInfer 3.5.0 is out with non-conjugate inference and partial support for models without predefined rules. More flexibility and features coming soon! 🚀 Check it out: rxinfer.ml #RxInfer #DataScience #BayesianInference #MachineLearning
#mdpientropy "Sampling the Variational Posterior with Local Refinement" mdpi.com/1099-4300/23/1… #bayesianinference #variationalinference #deepneuralnetworks #contextualbandits
🎉 Big news: RxInfer.jl is now a @NumFOCUS Affiliated Project! Born from PhD research on reactive message passing, it’s now an open-source tool for fast, scalable Bayesian inference — and part of a world-class ecosystem #JuliaLang #BayesianInference #NumFOCUS #OpenSource
Our paper introducing the statistical finite element method (statFEM) is out! StatFEM is an approach for synthesising FE models and observation data from engineering systems in operation. Share link: authors.elsevier.com/a/1cHMfAQEIt1ti #DigitalTwins #BayesianInference #MachineLearning
Bayesian Inference using the Proximal Mapping: Uncertainty Quantification under Varying Dimensionality Xu et al.: arxiv.org/abs/2108.04851 #ArtificialIntelligence #BayesianInference #DeepLearning
#mdpientropy A new Bayesian approach by Professor Ginestra Bianconi allows inference of the number of nodes and the degree distribution of a network from the exclusive knowledge of a subgraph. mdpi.com/1099-4300/24/5… #HierarchicalModels #BayesianInference
Uncertainty Estimation in #DeepLearning buff.ly/2JEbcjL @tarantulae HT @pierrepinna #AI #Bayesianinference @SlideShare #MachineLearning #HealthTech #DataScience Cc @DeepLearn007 @ahier @JohnNosta @IrmaRaste @SpirosMargaris @andi_staub @antgrasso @KirkDBorne @schmarzo
Stochastic Convergence Rates and Applications of Adaptive Quadrature in Bayesian Inference Bilodeau et al.: arxiv.org/abs/2102.06801 #ArtificialIntelligence #BayesianInference #MachineLearning
Uncover the power of Bayesian inference and model selection at the ESSAI & ACAI Summer School! Join us online for a captivating lecture by Roger Guimerà. Register now at essai.si #ESSAI23 #ACAI23 #BayesianInference #ModelSelection #AI #SummerSchool #learning
📖Read more about #CopulaABCdrf, a new Approximate Bayesian Computation framework that unifies and extends previous ABC methods to estimate posterior distributions and MLEs for models with intractable likelihoods. brnw.ch/21wWYbN #BayesianInference #Stats
#RAG is Just #BayesianInference: The Mathematical Truth AI Companies Don’t Want You to Know by DrSwarnenduAI medium.com/data-science-c…
(Open Access) Dynamic Programming and Bayesian Inference, Concepts and Applications: freecomputerbooks.com/Dynamic-Progra… Look for "Read and Download Links" section to download. Follow me if you like #DynamicProgramming #Bayesian #BayesianInference #Statistics #LinearProgramming #Optimization
📣 Deal of the Day 📣 Oct 6 HALF OFF NEW MEAP! Grokking Bayes & selected titles: hubs.la/Q03Mqf-b0 A complete guide to thinking in Bayes, full of fun illustrations and friendly introductions. @the_subtrahend #Bayesian #BayesianStatistics #BayesianInference…
We’re on Discord! 🎧🚀 Moving beyond GitHub discussions—join the new RxInfer server (by @LazyDynamics ) to chat, ask Qs, get updates, and plan hackathons. Jump in: discord.gg/UvMhrbQh #RxInfer #BayesianInference #ProbabilisticProgramming
Neural variability in the default mode network compresses with increasing belief precision during Bayesian inference | Cerebral Cortex | Oxford Academic #BrainVariability #BayesianInference academic.oup.com/cercor/article…
Trans-Dimensional Diffusive Nested Sampling for Metabolic Network Inference brnw.ch/21wWa9q By Johann Fredrik Jadebeck et al. From the MaxEnt 2024 Conference #BayesianInference #MetabolicModeling #NestedSampling
We’re on Discord! You asked for better community engagement around RxInfer & RxInfer Pro—so here it is. Join us for Q&A, updates, hackathons & more. It’s quiet now, but let’s build it together. 📷 discord.gg/UvMhrbQh #RxInfer #BayesianInference #ProbabilisticProgramming
Doctoral Researcher in Machine-Learning 📍Helsinki, Finland Join the project on Bayesian inference & differential-geometric methods Apply now: researchhires.com/position/4a095… #PhD #MachineLearning #BayesianInference #ResearchJobs #Helsinki #AI #DataScience
New study proposes adaptive sampling for digital phenotyping, reducing data costs. Bayesian methods like MCMC and GP show promise in monitoring germination rates efficiently. #DigitalPhenotyping #BayesianInference #DataOptimization Details: doi.org/10.1016/j.plap…
🧠 We hooked LLMs into Bayesian inference in 30 minutes ChatGPT as a native node in message-passing. Working sentiment clustering with uncertainty quantification. 📖 Notebook: examples.rxinfer.com/categories/exp… #BayesianInference #LLM
(Open Access) Bayesian Models of Cognition: Reverse Engineering the Mind - freecomputerbooks.com/otherBooks.html Look for "Read and Download Links" section to download. Follow/Connect me if you like this post #Bayesian #BayesianModels #BayesianInference #BayesianStatistics #ReverseEngineering
(Legally FREE) Bayesian FreeBook: freecomputerbooks.com/Bayesian-FreeB… Look for "Read and Download Links" section to download. Follow/Connect me if you like this post. #Bayesian #BayesianThinking #BayesianInference #BayesianStatistics #Statistics #MachineLearning #DeepLearning
(Open Access) Bayesian Computational Methods: freecomputerbooks.com/Bayesian-Compu… Look for "Read and Download Links" section to download. Follow/Connect me if you like this post. #Bayesian #BayesianThinking #BayesianInference #BayesianStatistics #Statistics #MachineLearning #DeepLearning
(Open Access) Bayes Rules! An Introduction to Applied Bayesian Modeling - freecomputerbooks.com/Bayes-Rules-An… Look for "Read and Download Links" section to download. Follow me if you like this. #Bayesian #BayesianThinking #BayesianInference #BayesianStatistics #Statistics #MachineLearning
An Introduction to Bayesian Thinking: freecomputerbooks.com/An-Introductio… Look for "Read and Download Links" section to download. Follow/Connect me if you like this post. #Bayesian #BayesianThinking #BayesianInference #BayesianStatistics #Statistics #MachineLearning #DeepLearning
#HowTo research #stocks and report Bayesian mathematics: a.co/d/75siYYg soon being taught next year in high school (NL) last year as a proof of concept (#bayesianinference/#priors/#gibbs/#quantfinance/#hedgefunds/@PenguinBooks )
amazon.com
How to research and report mathematics: Bayesian mathematics
I was asked to publish this research book on bayesian mathematics because, as the professors who read it said to me, ‘financial literacy on bayesian mathematics on asset pricing is at an all time...
I recently completed a robust and fully annotated implementation of the Black-Litterman Asset Allocation Model.#QuantFinance #BayesianInference #BlackLitterman #AssetAllocation #PortfolioOptimization #PythonForFinance #Finance
I am delighted to announce that a draft of my latest book, “Probabilistic Machine Learning: Advanced Topics”, is now available online at probml.ai. It covers #DeepGenerativeModels, #BayesianInference, #Causality, #ReinforcementLearning, #DistributionShift, etc.
New study proposes adaptive sampling for digital phenotyping, reducing data costs. Bayesian methods like MCMC and GP show promise in monitoring germination rates efficiently. #DigitalPhenotyping #BayesianInference #DataOptimization Details: doi.org/10.1016/j.plap…
New research! "#NaturalStatistics of #HeadRoll: implications for #BayesianInference in spatial orientation" by Sophie C. M. J. Willemsen et al. 🖱 ow.ly/ER0T50Mkece @pmedendorp #VestibularSystem #MultisensoryIntegration
#mdpientropy "Geometric Variational Inference" mdpi.com/1099-4300/23/7… #variationalmethods #Bayesianinference #Riemannmanifolds
From our #Methods, Tools, & Technologies track: Using ordinary differential equation models on #TimeSeries data? A new study demonstrates best practices - and includes a tutorial in R doi.org/10.1002/ecs2.4… #BayesianInference #Statistics #OpenAccess @b_rosen_baum @efronhofer
ArviZ: Exploratory analysis of Bayesian models Includes functions for posterior analysis, sample diagnostics, model checking, and comparison: arviz-devs.github.io/arviz/ #ArtificialIntelligence #Bayesian #BayesianInference #MachineLearning #Python
Bayesian Inference using the Proximal Mapping: Uncertainty Quantification under Varying Dimensionality Xu et al.: arxiv.org/abs/2108.04851 #ArtificialIntelligence #BayesianInference #DeepLearning
New #SpecialIssue "#BayesianInference in Probabilistic Graphical Models", edited by Dr. Rafael Rumí and Prof. Dr. Antonio Salmerón, is open for submission! mdpi.com/journal/entrop… #Bayesiannetworks #ProbabilisticGraphicalModels #Bayesianmethods #VariationalInference
Uncertainty Estimation in #DeepLearning buff.ly/2JEbcjL @tarantulae HT @pierrepinna #AI #Bayesianinference @SlideShare #MachineLearning #HealthTech #DataScience Cc @DeepLearn007 @ahier @JohnNosta @IrmaRaste @SpirosMargaris @andi_staub @antgrasso @KirkDBorne @schmarzo
#mdpientropy "Sampling the Variational Posterior with Local Refinement" mdpi.com/1099-4300/23/1… #bayesianinference #variationalinference #deepneuralnetworks #contextualbandits
We are thrilled to announce Matthieu Barbier scholar.google.com/citations?user… just joined @MicroQuar as @Cirad research fellow in theoretical and experimental ecology to decipher the relationships between #network structure + dynamic & disturbances #BayesianInference #DynamicModelling
🎉 Exciting news! RxInfer 3.5.0 is out with non-conjugate inference and partial support for models without predefined rules. More flexibility and features coming soon! 🚀 Check it out: rxinfer.ml #RxInfer #DataScience #BayesianInference #MachineLearning
Inauguration Ceremony | GIAN Course 2700155 “Information Theory and Mean-Field Theory of High-Dimensional Bayesian Inference” 9–13 June 2025 | Virtual Mode #GIAN #NITJalandhar #BayesianInference #InformationTheory #JeanBarbier #GlobalLearning #AcademicExcellence #HybridEducation
"Why are people biased when making inferences about probabilities? We show how cognitive costs that hamper Bayesian inference result in biases, variability, and non-trivial suboptimal behaviors." mdpi.com/1099-4300/23/5… #Bayesianinference #cognitivecost
Stochastic Convergence Rates and Applications of Adaptive Quadrature in Bayesian Inference Bilodeau et al.: arxiv.org/abs/2102.06801 #ArtificialIntelligence #BayesianInference #MachineLearning
#mdpientropy A new Bayesian approach by Professor Ginestra Bianconi allows inference of the number of nodes and the degree distribution of a network from the exclusive knowledge of a subgraph. mdpi.com/1099-4300/24/5… #HierarchicalModels #BayesianInference
MCMC Markov chain Monte Carlo The Markov-chain Monte Carlo Interactive Gallery, by Chi Feng: chi-feng.github.io/mcmc-demo/ Wikipedia: en.wikipedia.org/wiki/Markov_ch… MCMC.Eth BayesianInference.Eth BayesianDeepLearning.Eth #BayesianInference #BayesianDeepLearning #MCMC
📣 Deal of the Day 📣 Oct 6 HALF OFF NEW MEAP! Grokking Bayes & selected titles: hubs.la/Q03Mqf-b0 A complete guide to thinking in Bayes, full of fun illustrations and friendly introductions. @the_subtrahend #Bayesian #BayesianStatistics #BayesianInference…
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