Bayesian state estimation for nonlinear dynamical systems, where posterior belief is propagated recursively through nonlinear dyanamics and nonlinear sensing.
The estimate is a distribution, not a point.
github: github.com/SaiSampathKedari/…
#Bayesian #StateEstimation #NonlinearDynamics #ProbabilisticInference #UncertanityPropagation
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19 Aug 2025
📢 Deadline extended!
Submit your work to the Frontiers in Probabilistic Inference workshop by Aug 29 🗓️ (fpineurips.framer.website/).
#NeurIPS2025 #MachineLearning #ProbabilisticInference
11 Jul 2025
1/ Where do Probabilistic Models, Sampling, Deep Learning, and Natural Sciences meet? 🤔 The workshop we’re organizing at #NeurIPS2025!
📢 FPI@NeurIPS 2025: Frontiers in Probabilistic Inference – Learning meets Sampling
Learn more and submit → fpiworkshop.org
Organizers: @tara_aksa @msalbergo @bose_joey @marylougab @theh2o64 @guanhorng_liu Grant Rotskoff @EvaSmorodina @AlexanderTong7
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947
19 Aug 2025
🚨 Deadline Extension! 🚨
The FPI workshop submission deadline is now August 29th.
Submit your latest research on Probabilistic Inference and Sampling. Don't miss out!
fpineurips.framer.website
#NeurIPS2025 #ProbabilisticInference #AI
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6,956
26 Sep 2020
We show that exact hybrid #ProbabilisticInference with #algebraic #constratins is hard, and propose #ReCoIn, a #WeightedModelIntegration algorithm to perform aproximate reasoning.
Paper, code and more details to follow soon.
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9 Aug 2019
#mdpientropy Maximum Entropy Analysis of Flow Networks: Theoretical Foundation and Applications mdpi.com/1099-4300/21/8/776
#maximumentropy analysis
#flownetwork
#probabilisticinference
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22 Jul 2019
#mdpientropy 🎙️🎙️New Special Issue "#ProbabilisticInference in Goal-Directed Human and Animal Decision-Making", edited by Dr. Francesco Donnarumma, Domenico Maisto and Ivilin Stoianov, is open for submission! mdpi.com/journal/entropy/spe…
#decisionmaking
#BayesianInference
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29 Mar 2017
That is a very nice slide! #ProbabilisticInference #ThingsCommonlyConfused
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3 Jan 2016
No matter what I'm doing I always seem to return to inference.phy.cam.ac.uk/mack… #DavidMacKay #BayesianMethods #ProbabilisticInference
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