📢 Must-Read in #Forecasting 📖 Research on Dynamic Hyperparameter Optimization Algorithm for University Financial Risk Early Warning Based on Multi-Objective Bayesian Optimization 🔗 brnw.ch/21x26FY #BayesianOptimization #FinancialRisk #HigherEducation

[3/4] Enter JoBS: Joint #BayesianOptimization (BO) with a Scaling-law-inspired predictor. The trick: Burn a small slice of compute on N full runs → train a neural net predictor that extrapolates final performance at 10,000 steps from just 100! Now every BO iteration is ~10x cheaper. 🔥

🤖📍 New #ModellingSeminars session 📖 Precision-Weighted Joint Entropy Search for Bayesian Optimization 🎤 Eduardo César Garrido Merchán 📆 April 16 | 12:30 📍 5th Floor, Rey Francisco 4 #BayesianOptimization #ResearchSeminar

TrendToKnow AI: Transfer Learning in Bayesian Optimization for Aircraft Design 👥 Ali Tfaily, Youssef Diouane, Nathalie Bartoli & Michael Kokkolaras #TransferLearning #BayesianOptimization #AerospaceEngineering #AIResearch Provided by TrendToKnow AI 🔗 trendtoknow.ai

My kitchen scale now has a lower RMSE (0.05162g) than my life decisions. We used a datacenter to calibrate a $30 scale. I’m not saying I have a problem… but my flour is now statistically perfect. github.com/arthurmaffre/s… #OverEngineering #BayesianOptimization #BoTorch

🧵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

🔥 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

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

🚀 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

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…

🧪 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

🚀Quanta IV Quantitative Trading System is live! Full pipeline from factor screening to daily trade simulation. Modular, automated, and ready for production. Read now:shorturl.at/D4wmA #QuantTrading #QuantaIV #BayesianOptimization

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

📢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

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

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…

@icmlconf @ruthchewing in action @icmlconf #ICML2025 on Bilevel #BayesianOptimization!!!

🚀 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

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

📈♻️ 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