Latest posts tagged with #BayesianInference on Bluesky
JESTER: JAX-accelerated nuclear equation of state inference for neutron stars - decode stellar mysteries with GPU-powered Bayesian analysis and TOV solvers
github.com/nuclear-multimessenger-a...
#NeutronStars #BayesianInference #MultimessengerAstronomy
This paper presents torchtree, a flexible Python/PyTorch framework for #phylogenetic model development and inference using variational Bayes and other gradient-based methods. 🚀🌳 #BayesianInference #PyTorch #Bioinformatics
📄 https://doi.org/10.1093/sysbio/syaf047
👤 EVBC member: Marc A. Suchard
Inverse Bayesian Methods for Groundwater Vulnerability Assessment
www.mdpi.com/2673-9984/12...
By Nasrin Taghavi et al.
Presented at the 43rd International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering
#BayesianInference #WaterSecurity
Sometimes science starts with something as simple as loving the smell of vanilla 🌿
#ComputationalChemistry #DFT #BayesianInference #VibrationalSpectroscopy #RSCDigital
Celebrating 43 years of probabilistic inference!
www.mdpi.com/2673-9984/12/1
Find more from the proceedings of the 43rd International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering
#MaxEnt2024 #BayesianInference #DataScience #AI
Bayesian Regularization for Dynamical System Identification: Additive Noise Models
www.mdpi.com/2673-9984/12...
By Robert K. Niven, Laurent Cordier, Ali Mohammad-Djafari, Markus Abel and Markus Quade
From the MaxEnt 2024 Workshop
#BayesianInference #DynamicalSystems #ModelSelection
Fast Bayesian inference is great… until you’re babysitting convergence.
@alex-andorra.bsky.social is joined by Martin Ingram to explore DADVI a more predictable, less noisy approach to variational inference that makes trade-offs explicit instead of mysterious
🎧 lnkd.in/gAX2iaHz
#bayesianinference
On Singular Bayesian Inference of Underdetermined Quantities—Part I: Invariant Discrete Ill-Posed Inverse Problems in Small and Large Dimensions
www.mdpi.com/2673-9984/12...
By Fabrice Pautot
From the MaxEnt 2024
#BayesianInference #UncertaintyQuantification
#evolution
#rationality
#bayesianinference
In experiments on the probable location of a treat, "chimpanzees can update their beliefs on the basis of the quantity and quality of new evidence" - as we do & Darwin suggested in The Descent of Man.
Simulation-calibrated Bayesian inference for progenitor properties of
the microquasar SS 433
Austin MacMaster, Brydyn Mac Intyre et al.
Paper
Details
#Astrophysics #BayesianInference #MicroquasarSS433
Ensemble Kalman Update Proven Near‑Optimal Among Affine Bayesian Maps
The Ensemble Kalman Update is proven near‑optimal among affine Bayesian maps, exact for a class beyond Gaussian, confirming reliability in weather and climate forecasting. getnews.me/ensemble-kalman-update-p... #ensemblekalman #bayesianinference
Trans-Dimensional Diffusive Nested Sampling for Metabolic Network Inference
www.mdpi.com/2673-9984/12...
By Johann Fredrik Jadebeck et al.
From the MaxEnt 2024 Conference
#BayesianInference #MetabolicModeling #NestedSampling
Variational Autoencoder Improves Bayesian Inverse Problem Uncertainty
A new VAE loss aligns latent space with the true posterior, proves convergence for affine forward maps, and matches MCMC accuracy on a Laplace equation. Read more: getnews.me/variational-autoencoder-... #variationalautoencoders #bayesianinference
Bayesian Inference and Learning in Nonlinear Dynamical Systems: A
Framework for Incorporating Explicit and Implicit Prior Knowledge
Björn Volkmann, Jan-Hendrik Ewering et al.
Paper
Details
#BayesianInference #NonlinearDynamicalSystems #MachineLearningTheory
Bayesian method infers viral fitness landscapes from phylogenetic trees, supporting evolutionary modeling and phylodynamics research.
#Phylogenetics #BayesianInference #FitnessLandscape
👤EVBC: Niko Beerenwinkel
🔗
when #AllElseFails apply an #BayesianInference and tell your #Boss to get #Fucked in other words, probablistic chance dictated you would have #Diarrhea on a #Friday@RushHour #DamnTheMan #FastFoodRevolution #LOL #Satire #News
I mean fucking #Duh you #StupidAssholes! #Resist #Resists #Resistance #⭕✌️⭕
What a wonderful morning to head to #CPC2025 in Tübingen. Can‘t wait for the fantastic input & people! Our lab will have 2 posters on Wed on the influence of 1) nutrition & 2) stress on learning processes in reward & social contexts (3.32 and 3.45). #beliefupdating #bayesianinference
www.cpconf.org
"Ever wondered how quantum devices get calibrated without extra measurements? Discover how Bayesian inference is unlocking superconducting qubits! Share your thoughts! #QuantumComputing #BayesianInference #QuantumTech" LINK
New episode is out, about how to scale #BayesianInference to #BigData and #BigModels!
Why Smart People See the World Differently: mgclaybrook.com/blog/the-cog... #PatternRecognition #CognitiveScience #Gestalt #BayesianInference #ThinkingTools #WriterTips #PsychologyExplained #Trump #Musk #GoodMorning #booksky
Bayesian inference of functional asymmetry in a ligand-gated ion channel
Moffatt, L., Pierdominici-Sottile, G.
Paper
Details
#BayesianInference #LigandGatedIonChannels #NeuroscienceResearch
My theory of reality (for non-pros) is loosely based on #BayesianInference, or "most people agree water is wet".
If you're arguing "fire burns", or the on-paper text of the verdict, your theories and predictions are likely to hold true.
Not my job to vet you for #antifa, but you pass logic 102. :)
"Bayesian Evidence Accumulation in Experimental Mathematics: A Case Study of Four Irrational Numbers" by Quentin Gronau and Eric-Jan Wagenmakers. #ExperimentalMath #BayesianInference #MathSky
A huge thanks to Ignacio and all the participants who made this edition so engaging—it's been a pleasure to learn alongside you!
#TScourses #KeepLearning #Phylogenetics #ComparativeMethods #JuliaLang #EvolutionaryBiology #TraitEvolution #BayesianInference
New Bayesian method boosts quantum dot charge detection—faster, smarter quantum tech is here. #QuantumComputing #BayesianInference #NanoTech
5/
Grateful to an amazing team:
Hong-Ye Hu, PhD, Andi Gu, Swarnadeep Majumder, Hang Ren, Yipei Zhang, Derek S. Wang, Yi-Zhuang You, Susanne Yelin, Alireza Seif 🙏
Original post: thanks Hong-Ye!
#QuantumComputing #NISQ #BayesianInference #QuantumTomography #NatureCommunications
#LSA #LSA2025 #Linguistics #Bayesian #BayesianInference #LanguageEvolution #ProbabilisticModels #QuantitativeMethods #Statistics #R #LanguageChange #Typology #LanguagePhylogenies
How to reconcile when we get different sequential moral decision effects?!?
@amrotella.bsky.social argues that if you take into account #reputation, #signaling, and #BayesianInference, you can predict when and why you will see #licensing vs #consistency!
#ehbea2025 #moraldecisions
“I want all this deep learning, transformer, attention stuff to automate my trading algo - but can you make it Bayesian?”
Not today, Satan
#deeplearning #rfp #freelancer #rstats #python #bayesianInference
How do AI systems reason under uncertainty? Bayesian Networks use probability to make smarter decisions in fields like healthcare, fraud detection, and autonomous systems. By updating beliefs with new data, they help AI navigate uncertainty. #BayesianInference #AIProbabilities #SmartDecisionMaking
