October 14, 2026 at 1:51 AM
🧠⚙️ 𝙄𝙣𝙩𝙧𝙤𝙙𝙪𝙘𝙩𝙞𝙤𝙣 𝙩𝙤 𝙎𝙘𝙞𝙚𝙣𝙩𝙞𝙛𝙞𝙘 𝙈𝙖𝙘𝙝𝙞𝙣𝙚 𝙇𝙚𝙖𝙧𝙣𝙞𝙣𝙜 𝙛𝙤𝙧 𝙀𝙣𝙜𝙞𝙣𝙚𝙚𝙧𝙞𝙣𝙜 𝙎𝙩𝙪𝙙𝙚𝙣𝙩𝙨 by Ilias Bilionis develops probability, #MonteCarlo, #Bayesianinference, Kalman filters, #Gaussianprocesses & physics-informed neural networks.
🔗 www.worldscientific.com/worldscibooks/10.1142/14852
🎯 WSTWTR30 for 30% OFF
🔗 www.worldscientific.com/worldscibooks/10.1142/14852
🎯 WSTWTR30 for 30% OFF
October 13, 2026 at 12:57 AM
🧠⚙️ 𝙄𝙣𝙩𝙧𝙤𝙙𝙪𝙘𝙩𝙞𝙤𝙣 𝙩𝙤 𝙎𝙘𝙞𝙚𝙣𝙩𝙞𝙛𝙞𝙘 𝙈𝙖𝙘𝙝𝙞𝙣𝙚 𝙇𝙚𝙖𝙧𝙣𝙞𝙣𝙜 𝙛𝙤𝙧 𝙀𝙣𝙜𝙞𝙣𝙚𝙚𝙧𝙞𝙣𝙜 𝙎𝙩𝙪𝙙𝙚𝙣𝙩𝙨 by Ilias Bilionis develops probability, #MonteCarlo, #Bayesianinference, Kalman filters, #Gaussianprocesses & physics-informed neural networks.
🔗 www.worldscientific.com/worldscibooks/10.1142/14852
🎯 WSTWTR30 for 30% OFF
🔗 www.worldscientific.com/worldscibooks/10.1142/14852
🎯 WSTWTR30 for 30% OFF
A new method called Flow-Transformed Implicit Processes (FTIP) extends function-space variational inference by using normalizing flows instead of Gaussian weights to capture asymmetric or multimodal posteriors. This could…
#AI #MachineLearning #BayesianInference
https://arxiv.org/abs/2606.01954
#AI #MachineLearning #BayesianInference
https://arxiv.org/abs/2606.01954
October 2, 2026 at 12:01 PM
A new method called Flow-Transformed Implicit Processes (FTIP) extends function-space variational inference by using normalizing flows instead of Gaussian weights to capture asymmetric or multimodal posteriors. This could…
#AI #MachineLearning #BayesianInference
https://arxiv.org/abs/2606.01954
#AI #MachineLearning #BayesianInference
https://arxiv.org/abs/2606.01954
Researchers extend Bayesian inference to infinite-dimensional systems using von Neumann algebras, formalizing retrodiction principles and confirming the Petz recovery map's consistency at increased complexity.
#QuantumInformation #BayesianInference #News
#QuantumInformation #BayesianInference #News
Bayesian Inference and Retrodiction Extended to Infinite-Dimensional Quantum Systems
quantumzeitgeist.com
September 1, 2026 at 10:39 PM
Researchers extend Bayesian inference to infinite-dimensional systems using von Neumann algebras, formalizing retrodiction principles and confirming the Petz recovery map's consistency at increased complexity.
#QuantumInformation #BayesianInference #News
#QuantumInformation #BayesianInference #News
🚨 Tired of MCMC cooking your CPU for hours?
@alex-andorra.bsky.social chats with Haavard Rue & Janet van Niekerk about INLA, a fast, deterministic game-changer for inference at scale.
✅ Handles huge + complex models
✅ Works with non-Gaussian likelihoods
🎧 www.learnbayesstats.com/episode/136-...
@alex-andorra.bsky.social chats with Haavard Rue & Janet van Niekerk about INLA, a fast, deterministic game-changer for inference at scale.
✅ Handles huge + complex models
✅ Works with non-Gaussian likelihoods
🎧 www.learnbayesstats.com/episode/136-...
July 10, 2025 at 5:00 PM
Massive thanks to my amazing co-creators Ravin Kumar, @twiecki.bsky.social and @tomicapretto.bsky.social for making these courses a reality! Let’s keep spreading the Bayesian love. 🚀
#BayesianInference #DataScience #LearnBayesStats
#BayesianInference #DataScience #LearnBayesStats
January 21, 2025 at 7:21 PM
Massive thanks to my amazing co-creators Ravin Kumar, @twiecki.bsky.social and @tomicapretto.bsky.social for making these courses a reality! Let’s keep spreading the Bayesian love. 🚀
#BayesianInference #DataScience #LearnBayesStats
#BayesianInference #DataScience #LearnBayesStats
“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
Not today, Satan
#deeplearning #rfp #freelancer #rstats #python #bayesianInference
March 29, 2025 at 5:48 PM
“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
Not today, Satan
#deeplearning #rfp #freelancer #rstats #python #bayesianInference
#FAU is ramping up young research groups with its intrinsic efficiency 😀. Today I appointed Dr. Elisabeth Waldmann as #FAU_Nachwuchsgruppenleiterin. As a #statistician, Elisabeth works on #StatisticalLearning and #BayesianInference. #FAUcongrats @UniFAU #MachineLearning #AI
December 29, 2024 at 9:03 AM
#FAU is ramping up young research groups with its intrinsic efficiency 😀. Today I appointed Dr. Elisabeth Waldmann as #FAU_Nachwuchsgruppenleiterin. As a #statistician, Elisabeth works on #StatisticalLearning and #BayesianInference. #FAUcongrats @UniFAU #MachineLearning #AI
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. :)
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. :)
June 23, 2025 at 3:23 AM
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. :)
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. :)
#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.
#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.
Chimpanzees are natural scientists
Humans and chimpanzees share the potential to rationally revise their beliefs
www.science.org
October 31, 2025 at 3:45 PM
#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.
#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.
A better way to estimate molecular orientations and reveal structural heterogeneity in cryo-EM #OrientationEstimation #CryoElectronMicroscopy #BayesianInference doi.org/10.1107/S205...
May 21, 2026 at 1:02 PM
A better way to estimate molecular orientations and reveal structural heterogeneity in cryo-EM #OrientationEstimation #CryoElectronMicroscopy #BayesianInference doi.org/10.1107/S205...
Sheng Xu et al.: Bayesian perspective for orientation determination in cryo-EM with application to structural heterogeneity analysis ##BayesianInference##CryoElectronMicroscopy@princeton@telavivuni1...##IUCrhttps://journals.iucr.org/paper?S2059798326001415
Bayesian perspective for orientation determination in cryo-EM with application to structural heterogeneity analysis
A Bayesian perspective on orientation estimation in cryo-EM is presented, with the minimum mean-square error estimator outperforming standard cross-correlation-based approaches, particularly under challenging low signal-to-noise conditions. We demonstrate that improved orientation estimation has a decisive impact on 3D reconstruction quality and structural heterogeneity recovery.
journals.iucr.org
March 17, 2026 at 1:01 AM
Sheng Xu et al.: Bayesian perspective for orientation determination in cryo-EM with application to structural heterogeneity analysis ##BayesianInference##CryoElectronMicroscopy@princeton@telavivuni1...##IUCrhttps://journals.iucr.org/paper?S2059798326001415
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
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
February 3, 2026 at 11:00 AM
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
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
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
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
January 12, 2026 at 2:33 PM
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
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
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
December 23, 2025 at 2:31 PM
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
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
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
www.mdpi.com/2673-9984/12...
By Fabrice Pautot
From the MaxEnt 2024
#BayesianInference #UncertaintyQuantification
November 17, 2025 at 11:29 AM
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
www.mdpi.com/2673-9984/12...
By Fabrice Pautot
From the MaxEnt 2024
#BayesianInference #UncertaintyQuantification
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
www.mdpi.com/2673-9984/12...
By Johann Fredrik Jadebeck et al.
From the MaxEnt 2024 Conference
#BayesianInference #MetabolicModeling #NestedSampling
September 28, 2025 at 1:21 PM
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
www.mdpi.com/2673-9984/12...
By Johann Fredrik Jadebeck et al.
From the MaxEnt 2024 Conference
#BayesianInference #MetabolicModeling #NestedSampling
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
www.cpconf.org
Computational Psychiatry Conference
Tübingen, Germany (July 14-16, 2025)
www.cpconf.org
July 14, 2025 at 6:15 AM
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
www.cpconf.org
Watched your MCMC sampler fail after 20 min?
INFERLOG HOLMES flags convergence issues in real time, 30 seconds into sampling.
Full webinar recording with the researchers + Chris Fonnesbeck and Oriol Abril Pla now available to watch on YouTube: 👉 dub.link/v7W5hwI
#BayesianInference
INFERLOG HOLMES flags convergence issues in real time, 30 seconds into sampling.
Full webinar recording with the researchers + Chris Fonnesbeck and Oriol Abril Pla now available to watch on YouTube: 👉 dub.link/v7W5hwI
#BayesianInference
April 16, 2026 at 3:19 PM
Watched your MCMC sampler fail after 20 min?
INFERLOG HOLMES flags convergence issues in real time, 30 seconds into sampling.
Full webinar recording with the researchers + Chris Fonnesbeck and Oriol Abril Pla now available to watch on YouTube: 👉 dub.link/v7W5hwI
#BayesianInference
INFERLOG HOLMES flags convergence issues in real time, 30 seconds into sampling.
Full webinar recording with the researchers + Chris Fonnesbeck and Oriol Abril Pla now available to watch on YouTube: 👉 dub.link/v7W5hwI
#BayesianInference
Sometimes science starts with something as simple as loving the smell of vanilla 🌿
#ComputationalChemistry #DFT #BayesianInference #VibrationalSpectroscopy #RSCDigital
#ComputationalChemistry #DFT #BayesianInference #VibrationalSpectroscopy #RSCDigital
January 20, 2026 at 10:14 AM
Sometimes science starts with something as simple as loving the smell of vanilla 🌿
#ComputationalChemistry #DFT #BayesianInference #VibrationalSpectroscopy #RSCDigital
#ComputationalChemistry #DFT #BayesianInference #VibrationalSpectroscopy #RSCDigital
Episode 161 is out 🎧 In which @lacerbi.bsky.social explains why transformers are secretly neural processes, how his Amortized Conditioning Engine unifies inference and prediction, and why "amortize everything" needed a rethink.
🔗 learnbayesstats.com/episode/161-...
#bayesian #bayesianinference
🔗 learnbayesstats.com/episode/161-...
#bayesian #bayesianinference
July 16, 2026 at 5:07 PM
Episode 161 is out 🎧 In which @lacerbi.bsky.social explains why transformers are secretly neural processes, how his Amortized Conditioning Engine unifies inference and prediction, and why "amortize everything" needed a rethink.
🔗 learnbayesstats.com/episode/161-...
#bayesian #bayesianinference
🔗 learnbayesstats.com/episode/161-...
#bayesian #bayesianinference
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
@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
December 15, 2025 at 6:17 PM
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
@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
New Bayesian method boosts quantum dot charge detection—faster, smarter quantum tech is here. #QuantumComputing #BayesianInference #NanoTech
Bayesian Breakthrough in Quantum Dot Charge Detection
Researchers from Tohoku University have developed a Bayesian inference-based method that vastly improves charge state detection in quantum dots, a breakthrough poised to enhance quantum computing and nanoscale sensor technologies.
geekoo.news
May 8, 2025 at 3:01 PM
New Bayesian method boosts quantum dot charge detection—faster, smarter quantum tech is here. #QuantumComputing #BayesianInference #NanoTech
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. https://getnews.me/ensemble-kalman-update-proven-near-optimal-among-affine-bayesian-maps/ #ensemblekalman #bayesianinference
October 3, 2025 at 4:43 AM
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. https://getnews.me/ensemble-kalman-update-proven-near-optimal-among-affine-bayesian-maps/ #ensemblekalman #bayesianinference