#probabilisticai 검색 결과

1/ The math that lets AI change its mind. 🤔 Bayes’ Theorem is how machines update beliefs with new evidence — powering spam filters, medical diagnosis, and AI decisions. It answers: “How sure am I now that I’ve seen new data?” #BayesTheorem #ProbabilisticAI


Allora uses probability distributions, not single-value outputs. This allows Reputers to evaluate calibration, not just correctness — meaning models must express true confidence, not guesswork. #Allora #ProbabilisticAI #MetaLearning


The next frontier in computing is probabilistic AI. @EdgenTech is developing systems that embrace uncertainty, making them more robust and better at handling real-world complexity and ambiguity. #ProbabilisticAI #MachineLearning


Allora uses probabilistic predictions, not point estimates. This forces models to show their confidence levels. Reputers score calibration with strictly proper scoring rules, meaning honesty is mathematically incentivized. #Allora #ProbabilisticAI #DeAI


📊 Day 3 of #ProbAI School 2025 finished with an engaging poster session. 👏 #ProbabilisticAI

probabilisticai's tweet image. 📊 Day 3 of #ProbAI School 2025 finished with an engaging poster session. 👏 #ProbabilisticAI
probabilisticai's tweet image. 📊 Day 3 of #ProbAI School 2025 finished with an engaging poster session. 👏 #ProbabilisticAI
probabilisticai's tweet image. 📊 Day 3 of #ProbAI School 2025 finished with an engaging poster session. 👏 #ProbabilisticAI

Probabilistic Programming Languages by Jack K. Freser at #ProbAI School 2025. #ProbabilisticAI

probabilisticai's tweet image. Probabilistic Programming Languages by Jack K. Freser at #ProbAI School 2025. #ProbabilisticAI
probabilisticai's tweet image. Probabilistic Programming Languages by Jack K. Freser at #ProbAI School 2025. #ProbabilisticAI

Flow Matching by Alexander Tong (@AlexanderTong7) at #ProbAI School 2025. #ProbabilisticAI

probabilisticai's tweet image. Flow Matching by Alexander Tong (@AlexanderTong7) at #ProbAI School 2025. #ProbabilisticAI
probabilisticai's tweet image. Flow Matching by Alexander Tong (@AlexanderTong7) at #ProbAI School 2025. #ProbabilisticAI

ML Approaches to Analyze Large-Scale Genomic Data for Biodiversity Conservation by Stefanie Muff (@StefanieMuff) at #ProbAI School 2025. #ProbabilisticAI

probabilisticai's tweet image. ML Approaches to Analyze Large-Scale Genomic Data for Biodiversity Conservation by Stefanie Muff (@StefanieMuff) at #ProbAI School 2025. #ProbabilisticAI
probabilisticai's tweet image. ML Approaches to Analyze Large-Scale Genomic Data for Biodiversity Conservation by Stefanie Muff (@StefanieMuff) at #ProbAI School 2025. #ProbabilisticAI

Thank you to all who participated in the inaugural Tropical ProbAI. Gratitude to our lecturers, students, directors, executive team and teaching assistants. It was a memorable week. 🌟 #ProbabilisticAI #ProbAI

probabilisticai's tweet image. Thank you to all who participated in the inaugural Tropical ProbAI. Gratitude to our lecturers, students, directors, executive team and teaching assistants. It was a memorable week. 🌟 #ProbabilisticAI #ProbAI

MCMC and Bayesian Neural Networks by Arto Klami at #ProbAI School 2025. He also taught us a ProbAI party trick. 🥳 #ProbabilisticAI

probabilisticai's tweet image. MCMC and Bayesian Neural Networks by Arto Klami at #ProbAI School 2025. He also taught us a ProbAI party trick. 🥳 #ProbabilisticAI
probabilisticai's tweet image. MCMC and Bayesian Neural Networks by Arto Klami at #ProbAI School 2025. He also taught us a ProbAI party trick. 🥳 #ProbabilisticAI

ProbAI goes beyond Nordics! Apply now to the Tropical Probabilistic AI School 2024 in Rio de Janeiro 🇧🇷, 29 Jan – 2 Feb. tropical.probabilistic.ai 🌴 #ProbAI #ProbabilisticAI

probabilisticai's tweet image. ProbAI goes beyond Nordics! Apply now to the Tropical Probabilistic AI School 2024 in Rio de Janeiro 🇧🇷, 29 Jan – 2 Feb. tropical.probabilistic.ai 🌴 #ProbAI #ProbabilisticAI

Deep Generative Models by Jes Frellsen (@jesfrellsen) at #ProbAI School 2025. #ProbabilisticAI

probabilisticai's tweet image. Deep Generative Models by Jes Frellsen (@jesfrellsen) at #ProbAI School 2025. #ProbabilisticAI
probabilisticai's tweet image. Deep Generative Models by Jes Frellsen (@jesfrellsen) at #ProbAI School 2025. #ProbabilisticAI
probabilisticai's tweet image. Deep Generative Models by Jes Frellsen (@jesfrellsen) at #ProbAI School 2025. #ProbabilisticAI

Conformal Inference by Zhimei Ren (@renzhimei) at #ProbAI School 2025. #ProbabilisticAI

probabilisticai's tweet image. Conformal Inference by Zhimei Ren (@renzhimei) at #ProbAI School 2025. #ProbabilisticAI
probabilisticai's tweet image. Conformal Inference by Zhimei Ren (@renzhimei) at #ProbAI School 2025. #ProbabilisticAI

Geometric Probabilistic Models by Viacheslav Borovitskiy (@vabor112) at #ProbAI School 2025. #ProbabilisticAI

probabilisticai's tweet image. Geometric Probabilistic Models by Viacheslav Borovitskiy (@vabor112) at #ProbAI School 2025. #ProbabilisticAI
probabilisticai's tweet image. Geometric Probabilistic Models by Viacheslav Borovitskiy (@vabor112) at #ProbAI School 2025. #ProbabilisticAI

Introduction to Probabilistic Models by Silja Renooij & Antonio Salmerón (@ascerdan) at #ProbAI School 2025. #ProbabilisticAI

probabilisticai's tweet image. Introduction to Probabilistic Models by Silja Renooij & Antonio Salmerón (@ascerdan) at #ProbAI School 2025. #ProbabilisticAI
probabilisticai's tweet image. Introduction to Probabilistic Models by Silja Renooij & Antonio Salmerón (@ascerdan) at #ProbAI School 2025. #ProbabilisticAI

What makes Seedtag’s sociodemo model a game-changer for contextual advertising? 🚀 Discover the keys. 🔎 #ContextualAI #ProbabilisticAI #ContextualTargeting


Workers submit probability distributions, not binary answers — enabling precise calibration scoring and long-term performance evaluation. #Allora #ProbabilisticAI #DeAI


In Allora, Workers submit probabilistic forecasts, not single-point predictions. This enables finer calibration measurement and prevents overconfident models from gaming accuracy. Scoring evaluates distribution quality, not just outcomes. #Allora #ProbabilisticAI


1/ The math that lets AI change its mind. 🤔 Bayes’ Theorem is how machines update beliefs with new evidence — powering spam filters, medical diagnosis, and AI decisions. It answers: “How sure am I now that I’ve seen new data?” #BayesTheorem #ProbabilisticAI


Workers submit probability distributions, not binary answers — enabling precise calibration scoring and long-term performance evaluation. #Allora #ProbabilisticAI #DeAI


Allora uses probabilistic predictions, not point estimates. This forces models to show their confidence levels. Reputers score calibration with strictly proper scoring rules, meaning honesty is mathematically incentivized. #Allora #ProbabilisticAI #DeAI


Allora uses probability distributions, not single-value outputs. This allows Reputers to evaluate calibration, not just correctness — meaning models must express true confidence, not guesswork. #Allora #ProbabilisticAI #MetaLearning


In Allora, Workers submit probabilistic forecasts, not single-point predictions. This enables finer calibration measurement and prevents overconfident models from gaming accuracy. Scoring evaluates distribution quality, not just outcomes. #Allora #ProbabilisticAI


Workers in Allora don’t just make predictions — they express belief distributions. This allows for richer evaluation and more precise scoring. #Allora #ProbabilisticAI


The next frontier in computing is probabilistic AI. @EdgenTech is developing systems that embrace uncertainty, making them more robust and better at handling real-world complexity and ambiguity. #ProbabilisticAI #MachineLearning


The “stochastic mindset” shifts work to probabilistic AI. Users embrace ambiguity, iterate, and co-create—boosting creativity and adaptability. It reshapes decisions and needs new training and culture. @Konstantine #StochasticMindset #ProbabilisticAI #AI sequoiacap.com/article/stocha…

silfratechIN's tweet image. The “stochastic mindset” shifts work to probabilistic AI. Users embrace ambiguity, iterate, and co-create—boosting creativity and adaptability. It reshapes decisions and needs new training and culture. @Konstantine 
#StochasticMindset #ProbabilisticAI #AI 
sequoiacap.com/article/stocha…

Deterministic workflows vs driving adoption of probabilistic GenAI vs empowering teams to collaborate with AI together on the same document #Deterministic #workflows vs driving adoption of #probabilisticAI #GenAI vs empowering teams to collaborate with AI together on the same doc


Networks, Flow based and Diffusion based Modeling Don’t miss this opportunity to deepen your expertise in #ProbabilisticAI and machine learning! Register now and be a part of the AI revolution! 📅 21 जुलाई – 25 जुलाई, 2025, ऑनलाइन, 🕒 40 घंटे का प्रशिक्षण 🔍 विषय: "Probabilistic


Geometric Probabilistic Models by Viacheslav Borovitskiy (@vabor112) at #ProbAI School 2025. #ProbabilisticAI

probabilisticai's tweet image. Geometric Probabilistic Models by Viacheslav Borovitskiy (@vabor112) at #ProbAI School 2025. #ProbabilisticAI
probabilisticai's tweet image. Geometric Probabilistic Models by Viacheslav Borovitskiy (@vabor112) at #ProbAI School 2025. #ProbabilisticAI

Flow Matching by Alexander Tong (@AlexanderTong7) at #ProbAI School 2025. #ProbabilisticAI

probabilisticai's tweet image. Flow Matching by Alexander Tong (@AlexanderTong7) at #ProbAI School 2025. #ProbabilisticAI
probabilisticai's tweet image. Flow Matching by Alexander Tong (@AlexanderTong7) at #ProbAI School 2025. #ProbabilisticAI

Deep Generative Models by Jes Frellsen (@jesfrellsen) at #ProbAI School 2025. #ProbabilisticAI

probabilisticai's tweet image. Deep Generative Models by Jes Frellsen (@jesfrellsen) at #ProbAI School 2025. #ProbabilisticAI
probabilisticai's tweet image. Deep Generative Models by Jes Frellsen (@jesfrellsen) at #ProbAI School 2025. #ProbabilisticAI
probabilisticai's tweet image. Deep Generative Models by Jes Frellsen (@jesfrellsen) at #ProbAI School 2025. #ProbabilisticAI

📊 Day 3 of #ProbAI School 2025 finished with an engaging poster session. 👏 #ProbabilisticAI

probabilisticai's tweet image. 📊 Day 3 of #ProbAI School 2025 finished with an engaging poster session. 👏 #ProbabilisticAI
probabilisticai's tweet image. 📊 Day 3 of #ProbAI School 2025 finished with an engaging poster session. 👏 #ProbabilisticAI
probabilisticai's tweet image. 📊 Day 3 of #ProbAI School 2025 finished with an engaging poster session. 👏 #ProbabilisticAI

MCMC and Bayesian Neural Networks by Arto Klami at #ProbAI School 2025. He also taught us a ProbAI party trick. 🥳 #ProbabilisticAI

probabilisticai's tweet image. MCMC and Bayesian Neural Networks by Arto Klami at #ProbAI School 2025. He also taught us a ProbAI party trick. 🥳 #ProbabilisticAI
probabilisticai's tweet image. MCMC and Bayesian Neural Networks by Arto Klami at #ProbAI School 2025. He also taught us a ProbAI party trick. 🥳 #ProbabilisticAI

Conformal Inference by Zhimei Ren (@renzhimei) at #ProbAI School 2025. #ProbabilisticAI

probabilisticai's tweet image. Conformal Inference by Zhimei Ren (@renzhimei) at #ProbAI School 2025. #ProbabilisticAI
probabilisticai's tweet image. Conformal Inference by Zhimei Ren (@renzhimei) at #ProbAI School 2025. #ProbabilisticAI

Day 2 of #ProbAI School 2025 was all about variational inference and optimization with Helge Langseth, Andrés R. Masegosa (@andresmasegosa) and Thomas D. Nielsen (@tdyhren) — packed with hands-on practice 🧤 to bring theory to life. #ProbabilisticAI

probabilisticai's tweet image. Day 2 of #ProbAI School 2025 was all about variational inference and optimization with Helge Langseth, Andrés R. Masegosa (@andresmasegosa) and Thomas D. Nielsen (@tdyhren) — packed with hands-on practice 🧤 to bring theory to life. #ProbabilisticAI
probabilisticai's tweet image. Day 2 of #ProbAI School 2025 was all about variational inference and optimization with Helge Langseth, Andrés R. Masegosa (@andresmasegosa) and Thomas D. Nielsen (@tdyhren) — packed with hands-on practice 🧤 to bring theory to life. #ProbabilisticAI
probabilisticai's tweet image. Day 2 of #ProbAI School 2025 was all about variational inference and optimization with Helge Langseth, Andrés R. Masegosa (@andresmasegosa) and Thomas D. Nielsen (@tdyhren) — packed with hands-on practice 🧤 to bring theory to life. #ProbabilisticAI

ML Approaches to Analyze Large-Scale Genomic Data for Biodiversity Conservation by Stefanie Muff (@StefanieMuff) at #ProbAI School 2025. #ProbabilisticAI

probabilisticai's tweet image. ML Approaches to Analyze Large-Scale Genomic Data for Biodiversity Conservation by Stefanie Muff (@StefanieMuff) at #ProbAI School 2025. #ProbabilisticAI
probabilisticai's tweet image. ML Approaches to Analyze Large-Scale Genomic Data for Biodiversity Conservation by Stefanie Muff (@StefanieMuff) at #ProbAI School 2025. #ProbabilisticAI

Probabilistic Programming Languages by Jack K. Freser at #ProbAI School 2025. #ProbabilisticAI

probabilisticai's tweet image. Probabilistic Programming Languages by Jack K. Freser at #ProbAI School 2025. #ProbabilisticAI
probabilisticai's tweet image. Probabilistic Programming Languages by Jack K. Freser at #ProbAI School 2025. #ProbabilisticAI

Introduction to Probabilistic Models by Silja Renooij & Antonio Salmerón (@ascerdan) at #ProbAI School 2025. #ProbabilisticAI

probabilisticai's tweet image. Introduction to Probabilistic Models by Silja Renooij & Antonio Salmerón (@ascerdan) at #ProbAI School 2025. #ProbabilisticAI
probabilisticai's tweet image. Introduction to Probabilistic Models by Silja Renooij & Antonio Salmerón (@ascerdan) at #ProbAI School 2025. #ProbabilisticAI

Exercise: compute the update rule for the factor analysis model #variationalinference #probabilisticai

jmamathsarr's tweet image. Exercise: compute the update rule for the factor analysis model #variationalinference #probabilisticai

Organisation of the Nordic Probabilistic AI School 2023 (ProbAI) started and my notebook got a nice update #ProbAI #ProbabilisticAI

_2er0_'s tweet image. Organisation of the Nordic Probabilistic AI School 2023 (ProbAI) started and my notebook got a nice update #ProbAI #ProbabilisticAI

Day2 @probabilisticai: 2nd hands-on tutorial at the school given by @tdyhren (Univ. of Aalborg) and @andresmasegosa (@ualmeria ). #probabilisticai #ml #MachineLearning #ai @NorwegianOpenAl @ntnu

heriram's tweet image. Day2 @probabilisticai: 2nd hands-on tutorial at the school given by @tdyhren (Univ. of Aalborg) and @andresmasegosa (@ualmeria ). #probabilisticai #ml #MachineLearning #ai @NorwegianOpenAl @ntnu

event june 2024 ProbAI — 2024 ✌️ @probabilisticai Nordic ProbAI 2024 on June 17-21 in Copenhagen 📷. #ProbabilisticAI #ProbAI

magazinesglobal's tweet image. event june 2024
ProbAI — 2024 ✌️
@probabilisticai
Nordic ProbAI 2024 on June 17-21 in Copenhagen 📷.  #ProbabilisticAI #ProbAI

1st Lecture of day 2 of @probabilisticai school given by our colleague Prof. Arto Klami from @FCAI_fi . #probabilisticai #ml #MachineLearning #ai @NorwegianOpenAl @ntnu

heriram's tweet image. 1st Lecture of day 2 of @probabilisticai school given by our colleague Prof. Arto Klami from @FCAI_fi . #probabilisticai #ml #MachineLearning #ai @NorwegianOpenAl @ntnu

Conformal Inference by Zhimei Ren (@renzhimei) at #ProbAI School 2025. #ProbabilisticAI

probabilisticai's tweet image. Conformal Inference by Zhimei Ren (@renzhimei) at #ProbAI School 2025. #ProbabilisticAI
probabilisticai's tweet image. Conformal Inference by Zhimei Ren (@renzhimei) at #ProbAI School 2025. #ProbabilisticAI

ML Approaches to Analyze Large-Scale Genomic Data for Biodiversity Conservation by Stefanie Muff (@StefanieMuff) at #ProbAI School 2025. #ProbabilisticAI

probabilisticai's tweet image. ML Approaches to Analyze Large-Scale Genomic Data for Biodiversity Conservation by Stefanie Muff (@StefanieMuff) at #ProbAI School 2025. #ProbabilisticAI
probabilisticai's tweet image. ML Approaches to Analyze Large-Scale Genomic Data for Biodiversity Conservation by Stefanie Muff (@StefanieMuff) at #ProbAI School 2025. #ProbabilisticAI

Pleased to have been accepted to participate in the Nordic Probabilistic AI School (ProbAI) 2021 👨🏻‍💻👨🏻‍💻🙌🏼🙌🏼 #ProbAI #ProbabilisticAI #ArtificialIntelligence #MachineLearning

dennishnf's tweet image. Pleased to have been accepted to participate in the Nordic Probabilistic AI School (ProbAI) 2021 👨🏻‍💻👨🏻‍💻🙌🏼🙌🏼
#ProbAI #ProbabilisticAI #ArtificialIntelligence #MachineLearning

Flow Matching by Alexander Tong (@AlexanderTong7) at #ProbAI School 2025. #ProbabilisticAI

probabilisticai's tweet image. Flow Matching by Alexander Tong (@AlexanderTong7) at #ProbAI School 2025. #ProbabilisticAI
probabilisticai's tweet image. Flow Matching by Alexander Tong (@AlexanderTong7) at #ProbAI School 2025. #ProbabilisticAI

Deep Generative Models by Jes Frellsen (@jesfrellsen) at #ProbAI School 2025. #ProbabilisticAI

probabilisticai's tweet image. Deep Generative Models by Jes Frellsen (@jesfrellsen) at #ProbAI School 2025. #ProbabilisticAI
probabilisticai's tweet image. Deep Generative Models by Jes Frellsen (@jesfrellsen) at #ProbAI School 2025. #ProbabilisticAI
probabilisticai's tweet image. Deep Generative Models by Jes Frellsen (@jesfrellsen) at #ProbAI School 2025. #ProbabilisticAI

Probabilistic Programming Languages by Jack K. Freser at #ProbAI School 2025. #ProbabilisticAI

probabilisticai's tweet image. Probabilistic Programming Languages by Jack K. Freser at #ProbAI School 2025. #ProbabilisticAI
probabilisticai's tweet image. Probabilistic Programming Languages by Jack K. Freser at #ProbAI School 2025. #ProbabilisticAI

Geometric Probabilistic Models by Viacheslav Borovitskiy (@vabor112) at #ProbAI School 2025. #ProbabilisticAI

probabilisticai's tweet image. Geometric Probabilistic Models by Viacheslav Borovitskiy (@vabor112) at #ProbAI School 2025. #ProbabilisticAI
probabilisticai's tweet image. Geometric Probabilistic Models by Viacheslav Borovitskiy (@vabor112) at #ProbAI School 2025. #ProbabilisticAI

📊 Day 3 of #ProbAI School 2025 finished with an engaging poster session. 👏 #ProbabilisticAI

probabilisticai's tweet image. 📊 Day 3 of #ProbAI School 2025 finished with an engaging poster session. 👏 #ProbabilisticAI
probabilisticai's tweet image. 📊 Day 3 of #ProbAI School 2025 finished with an engaging poster session. 👏 #ProbabilisticAI
probabilisticai's tweet image. 📊 Day 3 of #ProbAI School 2025 finished with an engaging poster session. 👏 #ProbabilisticAI

ProbAI 2023 applications are now open! Join us on June 12-16 in Trondheim 🇳🇴. → probabilistic.ai #ProbabilisticAI #ProbAI

probabilisticai's tweet image. ProbAI 2023 applications are now open! Join us on June 12-16 in Trondheim 🇳🇴. → probabilistic.ai #ProbabilisticAI #ProbAI

Introduction to Probabilistic Models by Silja Renooij & Antonio Salmerón (@ascerdan) at #ProbAI School 2025. #ProbabilisticAI

probabilisticai's tweet image. Introduction to Probabilistic Models by Silja Renooij & Antonio Salmerón (@ascerdan) at #ProbAI School 2025. #ProbabilisticAI
probabilisticai's tweet image. Introduction to Probabilistic Models by Silja Renooij & Antonio Salmerón (@ascerdan) at #ProbAI School 2025. #ProbabilisticAI

The Nordic Probabilistic AI School (ProbAI) 2022 will be held on June 13-17 in Helsinki 🇫🇮, and we are open for applications! → probabilistic.ai #ProbabilisticAI #ProbAI

probabilisticai's tweet image. The Nordic Probabilistic AI School (ProbAI) 2022 will be held on June 13-17 in Helsinki 🇫🇮, and we are open for applications! → probabilistic.ai #ProbabilisticAI #ProbAI

Apply now to the Nordic Probabilistic AI School (ProbAI) 2019. 🤖 Applications are open until March 31. → probabilistic.ai/registration/ #ProbAI #ProbabilisticAI #MachineLearning #ArtificialIntelligence

probabilisticai's tweet image. Apply now to the Nordic Probabilistic AI School (ProbAI) 2019. 🤖 Applications are open until March 31. → probabilistic.ai/registration/ #ProbAI #ProbabilisticAI #MachineLearning #ArtificialIntelligence

MCMC and Bayesian Neural Networks by Arto Klami at #ProbAI School 2025. He also taught us a ProbAI party trick. 🥳 #ProbabilisticAI

probabilisticai's tweet image. MCMC and Bayesian Neural Networks by Arto Klami at #ProbAI School 2025. He also taught us a ProbAI party trick. 🥳 #ProbabilisticAI
probabilisticai's tweet image. MCMC and Bayesian Neural Networks by Arto Klami at #ProbAI School 2025. He also taught us a ProbAI party trick. 🥳 #ProbabilisticAI

ProbAI — 2024 ✌️ @probabilisticai Tropical Probabilistic AI School (Tropical ProbAI) on 29 Jan - 2 Feb 2024 in Rio de Janeiro 📷. → tropical.probabilistic.ai #ProbabilisticAI #ProbAI Earth probabilistic.ai

magazinesglobal's tweet image. ProbAI — 2024 ✌️
@probabilisticai
Tropical Probabilistic AI School (Tropical ProbAI) on 29 Jan - 2 Feb 2024 in Rio de Janeiro 📷. → tropical.probabilistic.ai #ProbabilisticAI #ProbAI
Earth  probabilistic.ai

Thank you to all who participated in the inaugural Tropical ProbAI. Gratitude to our lecturers, students, directors, executive team and teaching assistants. It was a memorable week. 🌟 #ProbabilisticAI #ProbAI

probabilisticai's tweet image. Thank you to all who participated in the inaugural Tropical ProbAI. Gratitude to our lecturers, students, directors, executive team and teaching assistants. It was a memorable week. 🌟 #ProbabilisticAI #ProbAI

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