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#bayesianoptimization search results

EmerMgtST's profile picture. EMST serves as an international medium for research in the science and technology of emergency. #openaccess #journal
Emergency Management Science and Technology
 @EmerMgtST
Oct 12

#EMST 🔥Using 2000-2019 data from Sichuan and Yunnan, China, this study optimizes LightGBM, RF, and SVM hyperparameters via Bayesian optimization (GP, TPE) with 18 driving factors.📝 @MaximumAcademic #ForestFires #BayesianOptimization Details: maxapress.com/article/doi/10…

EmerMgtST's tweet image. #EMST 🔥Using 2000-2019 data from Sichuan and Yunnan, China, this study optimizes LightGBM, RF, and SVM hyperparameters via Bayesian optimization (GP, TPE) with 18 driving factors.📝 @MaximumAcademic #ForestFires #BayesianOptimization Details: maxapress.com/article/doi/10…
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cybersenth's profile picture. Life is a game and the more curious you are, the more interesting it is. Posts are related to ML, Math, CS! Final Year at IIT Madras Specialist Codeforces
CyberSenth
 @cybersenth
Sep 4

🧵I see Bayesian Optimization everywhere. But what is it?! Bayesian optimization is a sequential strategy for finding the minimum or maximum of a complex, expensive, or noisy "black-box" function. #machinelearning #bayesianoptimization

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MaximumAcademic's profile picture. Official account of Maximum Academic Press. Independent publisher focusing on open access journals.
Maximum Academic
 @MaximumAcademic
Sep 5

#EMST 🔥Using 2000-2019 data from Sichuan and Yunnan, China, this study optimizes LightGBM, RF, and SVM hyperparameters via Bayesian optimization (GP, TPE) with 18 driving factors.📝 @EmerMgtST #ForestFires #BayesianOptimization Details: maxapress.com/article/doi/10…

MaximumAcademic's tweet image. #EMST 🔥Using 2000-2019 data from Sichuan and Yunnan, China, this study optimizes LightGBM, RF, and SVM hyperparameters via Bayesian optimization (GP, TPE) with 18 driving factors.📝 @EmerMgtST #ForestFires #BayesianOptimization Details: maxapress.com/article/doi/10…
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0xTongXie's profile picture. Group Lead @UNSW_AI 4Science🧪 | CEO GreenDynamics🤖 | AI for Materials and Chem🔋
Tong Xie
 @0xTongXie
Apr 10

🚀 Honored to host Bojana from @SchwallerGroup at GreenDynamics this week for our GD AI Seminar Series! She gave an inspiring talk on reframing Large Language Models as Bayesian optimizers for chemical discovery. 👏 Huge thanks to Bo #AI #LLM #BayesianOptimization #ChemistryAI

0xTongXie's tweet image. 🚀 Honored to host Bojana from @SchwallerGroup at GreenDynamics this week for our GD AI Seminar Series! She gave an inspiring talk on reframing Large Language Models as Bayesian optimizers for chemical discovery. 👏 Huge thanks to Bo #AI #LLM #BayesianOptimization #ChemistryAI
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JCIM_JCTC's profile picture. Tweets from Journal of Chemical Information and Modeling (JCIM) and Journal of Chemical Theory and Computation (JCTC) from @ACSPublications
JCIM & JCTC Journals
 @JCIM_JCTC
Mar 12, 2023

Exploring the Conformers of an Organic Molecule on a Metal Cluster with #BayesianOptimization #cheminformatics pubs.acs.org/doi/10.1021/ac… Vol63 Issue3 #JCIM #MachineLearning #DeepLearning

JCIM_JCTC's tweet image. Exploring the Conformers of an Organic Molecule on a Metal Cluster with #BayesianOptimization #cheminformatics pubs.acs.org/doi/10.1021/ac… Vol63 Issue3 #JCIM #MachineLearning #DeepLearning
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datamlistic's profile picture. Explaining machine learning in simple terms on my YouTube channel.
datamlistic
 @datamlistic
Aug 4

🚀 Stop wasting time with random search! Learn how Bayesian Optimization uses smart strategies like PI, EI, and UCB to find optimal solutions efficiently. 🎥 Watch the full video here: youtu.be/Kq6_kzlwSUQ #MachineLearning #AI #BayesianOptimization

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dsadulla1's profile picture. Founder, https://t.co/oSJ2IGl3R3 & https://t.co/CDnQZBZXoE
Deepak Sadulla
 @dsadulla1
Jun 13

New blog drop 📈: Visual guide to Bayesian Optimization using Gaussian Processes. See how it finds global optima in complex functions with just a few smart samples. 🔗blog.dialectai.tech/explore-exploi… #AI #ML #BayesianOptimization #DataScience #Python

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datamlistic's profile picture. Explaining machine learning in simple terms on my YouTube channel.
datamlistic
 @datamlistic
Jul 31

Want to find the best solution to a problem in just a few steps? Bayesian optimization does exactly that — smarter, faster, more efficient. 📺 Watch the full video here: youtu.be/Kq6_kzlwSUQ #AI #MachineLearning #BayesianOptimization

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datamlistic's profile picture. Explaining machine learning in simple terms on my YouTube channel.
datamlistic
 @datamlistic
Aug 6

Bayesian optimization isn't just smarter—it's faster and more efficient. 🧠 See how it beats grid and random search when finding the best outcome with fewer resources. 🎥 Watch full video here → youtu.be/Kq6_kzlwSUQ #machinelearning #bayesianoptimization #AI

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OAE_JMaterInf's profile picture. Journal of Materials Informatics welcomes high quality manuscripts that address all aspects of fields of materials informatics
Journal of Materials Informatics
 @OAE_JMaterInf
Nov 4

Paper Sharing 😉 Mapping pareto fronts for efficient multi-objective materials discovery From Prof. Kedar Hippalgaonkar's group from Nanyang Technological University oaepublish.com/articles/jmi.2… #BayesianOptimization, #EvolutionaryAlgorithm, #MaterialsScience

OAE_JMaterInf's tweet image. Paper Sharing 😉 Mapping pareto fronts for efficient multi-objective materials discovery From Prof. Kedar Hippalgaonkar's group from Nanyang Technological University oaepublish.com/articles/jmi.2… #BayesianOptimization, #EvolutionaryAlgorithm, #MaterialsScience
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bryanklow's profile picture. Associate Vice President (AI) @NUSingapore, Assoc. Prof. @NUSComputing, Director @AISingapore. #AutoML #BayesianOptimization #FederatedLearning #DataCentricAI
Bryan Kian Hsiang Low
@bryanklow
May 7, 2024

The #ICLR2024 @iclr_conf work of @qphong ruth, song le @pjaillet considers constrained #BayesianOptimization in the decoupled setting, with application to quantum circuit design. openreview.net/forum?id=D4NJF… Poster Session 1 May 7 Tue 10:45AM Halle B #165

bryanklow's tweet image. The #ICLR2024 @iclr_conf work of @qphong ruth, song le @pjaillet considers constrained #BayesianOptimization in the decoupled setting, with application to quantum circuit design. openreview.net/forum?id=D4NJF… Poster Session 1 May 7 Tue 10:45AM Halle B #165
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ManningBooks's profile picture. Follow Manning Publications on X and get exclusive discounts, product announcements, author news, and great content.
Manning Publications
@ManningBooks
Jun 7, 2024

📣Deal of the Day📣 June 7 45% off TODAY ONLY! Bayesian Optimization in Action & selected titles: mng.bz/WrEx @the_subtrahend #ML You'll get in-depth insights into how #Bayesianoptimization works & learn how to implement it with cutting-edge #Python libraries.

ManningBooks's tweet image. 📣Deal of the Day📣 June 7 45% off TODAY ONLY! Bayesian Optimization in Action & selected titles: mng.bz/WrEx @the_subtrahend #ML You'll get in-depth insights into how #Bayesianoptimization works & learn how to implement it with cutting-edge #Python libraries.
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TechTrackr_net's profile picture. We are the future of tech blogging, an AI based engine where we track, filter, and share every news around technology in the world.
TechTrackr
 @TechTrackr_net
Aug 30, 2024

Researchers at Washington State University have developed a Bayesian Optimization method to improve 3D printing of human organs. #3DPrinting #BayesianOptimization #MedicalTech #WSUResearch #AIInMedicine #TechTrackr #TechNews

TechTrackr_net's tweet image. Researchers at Washington State University have developed a Bayesian Optimization method to improve 3D printing of human organs. #3DPrinting #BayesianOptimization #MedicalTech #WSUResearch #AIInMedicine #TechTrackr #TechNews
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anishrao95's profile picture. Juan de la Cierva fellow working with @MarekGrzelczak | Postdoc at Liz-Marzán lab (@LizMarzan_Lab) | PhD student working with @pramodpillai81 @IISERPune
Anish Rao
 @anishrao95
Feb 27, 2024

Ever wondered if popular synthesis conditions are necessarily better? 🤔 Our latest study explores just that! Using #BayesianOptimization and #MachineLearning, we revisited a popular protocol for growing gold nanorods and uncovered a mix of expected and unexpected findings.

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quanghuy0497's profile picture. CS PhD at the Ohio State University. ML/DL/CV research. Interested in #MetaLearning, #DomainAdaptation
Quang-Huy (Percy) Nguyễn
 @quanghuy0497
Jan 1, 2023

New Year, new work! I have just made a short slide to introduce the basic concept of #BayesianOptimization Check it out here if you are interest: github.com/quanghuy0497/B… Happy New Year everybody!

quanghuy0497's tweet image. New Year, new work! I have just made a short slide to introduce the basic concept of #BayesianOptimization Check it out here if you are interest: github.com/quanghuy0497/B… Happy New Year everybody!
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ManningBooks's profile picture. Follow Manning Publications on X and get exclusive discounts, product announcements, author news, and great content.
Manning Publications
@ManningBooks
Oct 9, 2023

📢Now in print!📢 Bayesian Optimization in Action by Quan Nguyen mng.bz/5Q08 @the_subtrahend Big thank you to Luis Serrano, author of Grokking Machine Learning, for such a great quote! @SerranoAcademy @luis_likes_math #BayesianOptimization #BayesianStatistics

ManningBooks's tweet image. 📢Now in print!📢 Bayesian Optimization in Action by Quan Nguyen mng.bz/5Q08 @the_subtrahend Big thank you to Luis Serrano, author of Grokking Machine Learning, for such a great quote! @SerranoAcademy @luis_likes_math #BayesianOptimization #BayesianStatistics
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vlruso's profile picture. #ProductLaunch #Scrum #UX #Research #DataSciense #AI
Vlad Ruso PhD
 @vlruso
Oct 19, 2024

Embed-then-Regress: A Versatile Machine Learning Approach for Bayesian Optimization Using String-Based In-Context Regression itinai.com/embed-then-reg… #BayesianOptimization #EmbedThenRegress #MachineLearning #AIResearch #DataScience #ai #news #llm #ml #research #ainews #innovat…

vlruso's tweet image. Embed-then-Regress: A Versatile Machine Learning Approach for Bayesian Optimization Using String-Based In-Context Regression itinai.com/embed-then-reg… #BayesianOptimization #EmbedThenRegress #MachineLearning #AIResearch #DataScience #ai #news #llm #ml #research #ainews #innovat…
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EmerMgtST's profile picture. EMST serves as an international medium for research in the science and technology of emergency. #openaccess #journal
Emergency Management Science and Technology
 @EmerMgtST
Oct 12

#EMST 🔥Using 2000-2019 data from Sichuan and Yunnan, China, this study optimizes LightGBM, RF, and SVM hyperparameters via Bayesian optimization (GP, TPE) with 18 driving factors.📝 @MaximumAcademic #ForestFires #BayesianOptimization Details: maxapress.com/article/doi/10…

EmerMgtST's tweet image. #EMST 🔥Using 2000-2019 data from Sichuan and Yunnan, China, this study optimizes LightGBM, RF, and SVM hyperparameters via Bayesian optimization (GP, TPE) with 18 driving factors.📝 @MaximumAcademic #ForestFires #BayesianOptimization Details: maxapress.com/article/doi/10…
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MaximumAcademic's profile picture. Official account of Maximum Academic Press. Independent publisher focusing on open access journals.
Maximum Academic
 @MaximumAcademic
Sep 5

#EMST 🔥Using 2000-2019 data from Sichuan and Yunnan, China, this study optimizes LightGBM, RF, and SVM hyperparameters via Bayesian optimization (GP, TPE) with 18 driving factors.📝 @EmerMgtST #ForestFires #BayesianOptimization Details: maxapress.com/article/doi/10…

MaximumAcademic's tweet image. #EMST 🔥Using 2000-2019 data from Sichuan and Yunnan, China, this study optimizes LightGBM, RF, and SVM hyperparameters via Bayesian optimization (GP, TPE) with 18 driving factors.📝 @EmerMgtST #ForestFires #BayesianOptimization Details: maxapress.com/article/doi/10…
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cybersenth's profile picture. Life is a game and the more curious you are, the more interesting it is. Posts are related to ML, Math, CS! Final Year at IIT Madras Specialist Codeforces
CyberSenth
 @cybersenth
Sep 4

🧵I see Bayesian Optimization everywhere. But what is it?! Bayesian optimization is a sequential strategy for finding the minimum or maximum of a complex, expensive, or noisy "black-box" function. #machinelearning #bayesianoptimization

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Applsci's profile picture. Applied Sciences (ISSN 2076-3417; IF 2.5) is an international peer-reviewed #openaccess journal on all aspects of applied natural sciences by @MDPIOpenAccess.
Applied Sciences MDPI
@Applsci
Aug 11

🔥 Read our Paper 📚Prediction of Maximum #Tunnel Uplift Caused by Overlying Excavation Using XGBoost Algorithm with #BayesianOptimization 🔗mdpi.com/2076-3417/13/1… 👨‍🔬by Haolei Zhao et al. 🏫Hefei University of Technology #tunnelupliftprediction #overlyingexcavation

Applsci's tweet image. 🔥 Read our Paper 📚Prediction of Maximum #Tunnel Uplift Caused by Overlying Excavation Using XGBoost Algorithm with #BayesianOptimization 🔗mdpi.com/2076-3417/13/1… 👨‍🔬by Haolei Zhao et al. 🏫Hefei University of Technology #tunnelupliftprediction #overlyingexcavation
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datamlistic's profile picture. Explaining machine learning in simple terms on my YouTube channel.
datamlistic
 @datamlistic
Aug 6

Bayesian optimization isn't just smarter—it's faster and more efficient. 🧠 See how it beats grid and random search when finding the best outcome with fewer resources. 🎥 Watch full video here → youtu.be/Kq6_kzlwSUQ #machinelearning #bayesianoptimization #AI

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datamlistic's profile picture. Explaining machine learning in simple terms on my YouTube channel.
datamlistic
 @datamlistic
Aug 4

🚀 Stop wasting time with random search! Learn how Bayesian Optimization uses smart strategies like PI, EI, and UCB to find optimal solutions efficiently. 🎥 Watch the full video here: youtu.be/Kq6_kzlwSUQ #MachineLearning #AI #BayesianOptimization

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IYakavets's profile picture. Staff Scientist at @acceleration_c at @UofT 🇨🇦 | '19 PhD from @Univ_Lorraine 🇫🇷 and @BSU_official in BioNanoTechnology for cancer research
Yakavets Ilya
 @IYakavets
Jul 31

I'm so excited to finally share our paper, just published in Science Advances! Kudos to @kheiri_sina and all co-authors! #Microfluidics, #PatientDerivedOrganoids, and #BayesianOptimization #ML doi.org/10.1126/sciadv…

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MAKE_MDPI's profile picture. Machine Learning and Knowledge Extraction (ISSN 2504-4990) is a peer-reviewed, #scholarly #openaccess journal focus on #machinelearning and applications.
MAKE_MDPI
 @MAKE_MDPI
Jul 31

🧪 A Simple Yet Powerful Hybrid Machine Learning Approach to Aid Decision-Making in Laboratory Experiments 🤖📊 📖 Read more at: mdpi.com/2504-4990/7/3/… @ComSciMath_Mdpi #diatom #machinelearning #Bayesianoptimization

MAKE_MDPI's tweet image. 🧪 A Simple Yet Powerful Hybrid Machine Learning Approach to Aid Decision-Making in Laboratory Experiments 🤖📊 📖 Read more at: mdpi.com/2504-4990/7/3/… @ComSciMath_Mdpi #diatom #machinelearning #Bayesianoptimization
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datamlistic's profile picture. Explaining machine learning in simple terms on my YouTube channel.
datamlistic
 @datamlistic
Jul 31

Want to find the best solution to a problem in just a few steps? Bayesian optimization does exactly that — smarter, faster, more efficient. 📺 Watch the full video here: youtu.be/Kq6_kzlwSUQ #AI #MachineLearning #BayesianOptimization

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Entropy_MDPI's profile picture. Entropy (ISSN 1099-4300; IF=2.0) is an international and interdisciplinary open access journal of entropy and information studies.
Entropy MDPI
 @Entropy_MDPI
Jul 22

📢Welcome to read the paper "Advanced Monte Carlo for Acquisition Sampling in Bayesian Optimization", by Javier Garcia-Barcos and Ruben Martinez-Cantin 👉Find full article at: mdpi.com/1099-4300/27/1… #BayesianOptimization #GaussianProcess #MCMC

Entropy_MDPI's tweet image. 📢Welcome to read the paper "Advanced Monte Carlo for Acquisition Sampling in Bayesian Optimization", by Javier Garcia-Barcos and Ruben Martinez-Cantin 👉Find full article at: mdpi.com/1099-4300/27/1… #BayesianOptimization #GaussianProcess #MCMC
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InformationMDPI's profile picture. Information (ISSN 2078-2489, #Scopus, #ESCI, #EI_Compendex) is an open access journal of information science and technology, data, knowledge and communication.
Information MDPI
 @InformationMDPI
Jul 21

Read #HighlyAccessedArticle "Structure Learning and Hyperparameter Optimization Using an Automated Machine Learning (AutoML) Pipeline". See more details at: mdpi.com/2078-2489/14/4… #Bayesianoptimization #hyperparameteroptimization @ComSciMath_Mdpi

InformationMDPI's tweet image. Read #HighlyAccessedArticle "Structure Learning and Hyperparameter Optimization Using an Automated Machine Learning (AutoML) Pipeline". See more details at: mdpi.com/2078-2489/14/4… #Bayesianoptimization #hyperparameteroptimization @ComSciMath_Mdpi
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jamesmarinero's profile picture. Fella. Worked in Russia+MiddleEast+Kazakhstan+Ukraine+Scan. Writing, sailing round the world: Topical thrillers: Espionage, AI+surveillance, China, geopolitics
James Marinero 🏴󠁧󠁢󠁷󠁬󠁳󠁿 🇺🇦 bsky.social too
 @jamesmarinero
Jul 18

What about #AI for producing a concrete recipe? Meta have used it for one of their datacentres. It can even optimize the fiber concrete mix for bomb shelters #BayesianOptimization theregister.com/2025/07/17/met…

jamesmarinero's tweet card. : Bayesian optimizations apparently build better slabs
Meta AI concocted low-carbon concrete used in new datacenter
Source: theregister.com
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EmerMgtST's profile picture. EMST serves as an international medium for research in the science and technology of emergency. #openaccess #journal
Emergency Management Science and Technology
 @EmerMgtST
Jul 12

#EMST 🔥Using 2000-2019 data from Sichuan and Yunnan, China, this study optimizes LightGBM, RF, and SVM hyperparameters via Bayesian optimization (GP, TPE) with 18 driving factors.📝 @MaximumAcademic #ForestFires #BayesianOptimization Details: maxapress.com/article/doi/10…

EmerMgtST's tweet image. #EMST 🔥Using 2000-2019 data from Sichuan and Yunnan, China, this study optimizes LightGBM, RF, and SVM hyperparameters via Bayesian optimization (GP, TPE) with 18 driving factors.📝 @MaximumAcademic #ForestFires #BayesianOptimization Details: maxapress.com/article/doi/10…
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MAKE_MDPI's profile picture. Machine Learning and Knowledge Extraction (ISSN 2504-4990) is a peer-reviewed, #scholarly #openaccess journal focus on #machinelearning and applications.
MAKE_MDPI
 @MAKE_MDPI
Jul 10

🚀 A Simple Yet Powerful Hybrid Machine Learning Approach to Aid Decision-Making in Laboratory Experiments 🔗 Read the full study: brnw.ch/21wU2ue #Diatom #BayesianOptimization @ComSciMath_Mdpi

MAKE_MDPI's tweet image. 🚀 A Simple Yet Powerful Hybrid Machine Learning Approach to Aid Decision-Making in Laboratory Experiments 🔗 Read the full study: brnw.ch/21wU2ue #Diatom #BayesianOptimization @ComSciMath_Mdpi
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RiceConsultant's profile picture. To be the most trusted partner in digital transformation and AI innovation, helping organizations grow sustainably and create a better future.
RICE AI Consultant
 @RiceConsultant
Jul 9

Hyperparameter Tuning Smackdown: Grid Search: Exhaustive but slow ⏳ Random Search: Fast but random 🎲 Bayesian: Smart & efficient (5-10x faster!) ⚡ Bayesian found optimal config in 67 iterations vs Grid's 680. riceai.net/blog-post-tria…  #MachineLearning #BayesianOptimization

RiceConsultant's tweet card. Compare Grid Search, Random Search & Bayesian hyperparameter optimization. Discover efficiency benchmarks and actionable frameworks for ML practitioners.
Beyond Trial and Error: Advanced Strategies for Hyperparameter Optimization in Machine Learning |...
Source: riceai.net
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IIT_Comillas's profile picture. IIT is a non-profit institute promoting research and PhD training in technology and collaborating with industry and government on innovative projects.
IIT Comillas
 @IIT_Comillas
Jun 19

📈♻️ Our researcher Eduardo Garrido & others apply #BayesianOptimization to fine-tune #DeepReinforcementLearning for ESG-focused portfolio management—balancing SharpeRatio & sustainability through Pareto-efficient solutions. #FinanceAI #SmartInvesting 📄🔗shorturl.at/BNSOI

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ChongLiuCS's profile picture. Assistant Professor of CS @UAlbany @SUNY. Machine Learning/Optimization for accelerated Drug Discovery. Area Chair @ICLR_conf’26 @AISTATS_conf’26.
Chong Liu
 @ChongLiuCS
Jun 17

New @UncertaintyinAI-2025 paper! Exact acquisition function maximizer can be hardly obtained in #BayesianOptimization, and our paper systematically studies it in theory. We find a condition where BO can still be no-regret even without exact maximization. arxiv.org/abs/2506.11831

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dsadulla1's profile picture. Founder, https://t.co/oSJ2IGl3R3 & https://t.co/CDnQZBZXoE
Deepak Sadulla
 @dsadulla1
Jun 13

New blog drop 📈: Visual guide to Bayesian Optimization using Gaussian Processes. See how it finds global optima in complex functions with just a few smart samples. 🔗blog.dialectai.tech/explore-exploi… #AI #ML #BayesianOptimization #DataScience #Python

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JCIM_JCTC's profile picture. Tweets from Journal of Chemical Information and Modeling (JCIM) and Journal of Chemical Theory and Computation (JCTC) from @ACSPublications
JCIM & JCTC Journals
 @JCIM_JCTC
Mar 12, 2023

Exploring the Conformers of an Organic Molecule on a Metal Cluster with #BayesianOptimization #cheminformatics pubs.acs.org/doi/10.1021/ac… Vol63 Issue3 #JCIM #MachineLearning #DeepLearning

JCIM_JCTC's tweet image. Exploring the Conformers of an Organic Molecule on a Metal Cluster with #BayesianOptimization #cheminformatics pubs.acs.org/doi/10.1021/ac… Vol63 Issue3 #JCIM #MachineLearning #DeepLearning
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bryanklow's profile picture. Associate Vice President (AI) @NUSingapore, Assoc. Prof. @NUSComputing, Director @AISingapore. #AutoML #BayesianOptimization #FederatedLearning #DataCentricAI
Bryan Kian Hsiang Low
@bryanklow
Jul 19, 2021

The #ICML2021 paper of rachael yehong @bryanklow @pjaillet proposes #Fairness in Collaborative #BayesianOptimization. Paper: proceedings.mlr.press/v139/sim21b.ht… Check us out @ icml.cc/virtual/2021/s…

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SenerOzonder's profile picture. Assoc. Prof. at Institute for Data Science & Artificial Intelligence, Boğaziçi University. Founder of @ArtificaX
Şener Özönder
 @SenerOzonder
Mar 14, 2021

If you want to understand #BayesianOptimization, watch Coen Brother's All Gold Canyon, part of their anthology film the Ballad of Buster Scruggs. #AI #ML #machinelearning #artificialintelligence #yapayzeka #makineogrenmesi

SenerOzonder's tweet image. If you want to understand #BayesianOptimization, watch Coen Brother's All Gold Canyon, part of their anthology film the Ballad of Buster Scruggs. #AI #ML #machinelearning #artificialintelligence #yapayzeka #makineogrenmesi
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bryanklow's profile picture. Associate Vice President (AI) @NUSingapore, Assoc. Prof. @NUSComputing, Director @AISingapore. #AutoML #BayesianOptimization #FederatedLearning #DataCentricAI
Bryan Kian Hsiang Low
@bryanklow
May 12, 2021

Congrats!!! to @qphong zhaoxuan @pjaillet for their accepted papers on #BayesianOptimization #MetaLearning at #UAI2021:

bryanklow's tweet image. Congrats!!! to @qphong zhaoxuan @pjaillet for their accepted papers on #BayesianOptimization #MetaLearning at #UAI2021:
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bryanklow's profile picture. Associate Vice President (AI) @NUSingapore, Assoc. Prof. @NUSComputing, Director @AISingapore. #AutoML #BayesianOptimization #FederatedLearning #DataCentricAI
Bryan Kian Hsiang Low
@bryanklow
Feb 7, 2021

The accepted paper of @qphong at #AAAI2021 presents an information-theoretic framework to unify #BayesianOptimization (BO) and implicit level set estimation problems with interesting connections to GP-UCB and max-value entropy search in BO.

bryanklow's tweet image. The accepted paper of @qphong at #AAAI2021 presents an information-theoretic framework to unify #BayesianOptimization (BO) and implicit level set estimation problems with interesting connections to GP-UCB and max-value entropy search in BO.
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MaximumAcademic's profile picture. Official account of Maximum Academic Press. Independent publisher focusing on open access journals.
Maximum Academic
 @MaximumAcademic
Sep 5

#EMST 🔥Using 2000-2019 data from Sichuan and Yunnan, China, this study optimizes LightGBM, RF, and SVM hyperparameters via Bayesian optimization (GP, TPE) with 18 driving factors.📝 @EmerMgtST #ForestFires #BayesianOptimization Details: maxapress.com/article/doi/10…

MaximumAcademic's tweet image. #EMST 🔥Using 2000-2019 data from Sichuan and Yunnan, China, this study optimizes LightGBM, RF, and SVM hyperparameters via Bayesian optimization (GP, TPE) with 18 driving factors.📝 @EmerMgtST #ForestFires #BayesianOptimization Details: maxapress.com/article/doi/10…
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Montreal_AI's profile picture. https://t.co/LziAg5YHcG | AGI.Eth #AGI Company 🗝️👾 Disc.: https://t.co/FchXRDk4ki OS: https://t.co/dbjdfMoPxb Français: @Montreal_IA #MontrealAI
MONTREAL.AI
@Montreal_AI
Aug 7, 2022

Now What Sequence? Pre-trained Ensembles for Bayesian Optimization of Protein Sequences Yang et al.: biorxiv.org/content/10.110… #ArtificialIntelligence #BayesianOptimization #DeepLearning

Montreal_AI's tweet image. Now What Sequence? Pre-trained Ensembles for Bayesian Optimization of Protein Sequences Yang et al.: biorxiv.org/content/10.110… #ArtificialIntelligence #BayesianOptimization #DeepLearning
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0xTongXie's profile picture. Group Lead @UNSW_AI 4Science🧪 | CEO GreenDynamics🤖 | AI for Materials and Chem🔋
Tong Xie
 @0xTongXie
Apr 10

🚀 Honored to host Bojana from @SchwallerGroup at GreenDynamics this week for our GD AI Seminar Series! She gave an inspiring talk on reframing Large Language Models as Bayesian optimizers for chemical discovery. 👏 Huge thanks to Bo #AI #LLM #BayesianOptimization #ChemistryAI

0xTongXie's tweet image. 🚀 Honored to host Bojana from @SchwallerGroup at GreenDynamics this week for our GD AI Seminar Series! She gave an inspiring talk on reframing Large Language Models as Bayesian optimizers for chemical discovery. 👏 Huge thanks to Bo #AI #LLM #BayesianOptimization #ChemistryAI
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bryanklow's profile picture. Associate Vice President (AI) @NUSingapore, Assoc. Prof. @NUSComputing, Director @AISingapore. #AutoML #BayesianOptimization #FederatedLearning #DataCentricAI
Bryan Kian Hsiang Low
@bryanklow
Dec 12, 2023

The #NeurIPS2023 @NeurIPSConf work of @Dai_Zh @greglau @arun_v3rma @pjaillet shows that with the help of quantum computing, our Q-GP-UCB algorithm improves the regret of #BayesianOptimization to the order of O(polylog T) which is smaller than the classical regret lower bound.

bryanklow's tweet image. The #NeurIPS2023 @NeurIPSConf work of @Dai_Zh @greglau @arun_v3rma @pjaillet shows that with the help of quantum computing, our Q-GP-UCB algorithm improves the regret of #BayesianOptimization to the order of O(polylog T) which is smaller than the classical regret lower bound.
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Montreal_AI's profile picture. https://t.co/LziAg5YHcG | AGI.Eth #AGI Company 🗝️👾 Disc.: https://t.co/FchXRDk4ki OS: https://t.co/dbjdfMoPxb Français: @Montreal_IA #MontrealAI
MONTREAL.AI
@Montreal_AI
Apr 28, 2021

Bayesian Optimization is Superior to Random Search for Machine Learning Hyperparameter Tuning: Analysis of the Black-Box Optimization Challenge 2020 Turner et al.: arxiv.org/abs/2104.10201 #ArtificialIntelligence #BayesianOptimization #MachineLearning

Montreal_AI's tweet image. Bayesian Optimization is Superior to Random Search for Machine Learning Hyperparameter Tuning: Analysis of the Black-Box Optimization Challenge 2020 Turner et al.: arxiv.org/abs/2104.10201 #ArtificialIntelligence #BayesianOptimization #MachineLearning
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