Top Tweets for #bayesianoptimization
💰 Read #NewPaper "A Bayesian-Optimized XGBoost Approach for Money Laundering Risk Prediction in Financial Transactions" by Zihao Zuo, et al.
See more details at:
https://t.co/e6wZDvtbdJ
#AntiMoneyLaundering #XGBoost #ML #FinTech #BayesianOptimization
@ComSciMath_Mdpi @zh_Zzuo
📢 Must-Read in #Forecasting
📖 Research on Dynamic Hyperparameter Optimization Algorithm for University Financial Risk Early Warning Based on Multi-Objective Bayesian Optimization
🔗 https://t.co/WUh7v4NuNx
#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. 🔥
![bryanklow's tweet photo. [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. 🔥](https://pbs.twimg.com/media/HGW3ZCnaMAAZyWA.jpg)
🤖📍 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
🔗 https://t.co/LKJEWWPS4X
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.
https://t.co/xORtosSxdm
#OverEngineering #BayesianOptimization #BoTorch
📢 #highlycited paper
📚 Improving #HardenabilityModeling: A Bayesian Optimization Approach to Tuning Hyperparameters for #NeuralNetworkRegression
🔗 https://t.co/10VxXwqu26
👨🔬 by Wendimu Fanta Gemechu et al.
🏫 Silesian University of Technology
#Bayesianoptimization #hyperparametertuning
AI Agent Autonomously Predicts CFPB Enforcement Actions Using BoTorch (Source: GitHub)
An AI agent autonomously built a Bayesian Optimization pipeline using BoTorch to predict CFPB enforcement actions based on consumer complaint data.
#AIAgents #BayesianOptimization #CFPB #Enforcement #BoTorch
🤔 How can AI agents be used to improve regulatory compliance and enforcement?
https://t.co/uccFCulKM8
A two-stage "generate-then-optimize" framework for multi-objective molecular design. It decouples generation from batch selection to avoid the architectural entanglement in continuous latent-space optimization.
https://t.co/rZZx9cQgTf
#DeNovoDesign #BayesianOptimization
@PyTorch 開発サイクルのボトルネックだった待ち時間が解消され、より高速なカーネル開発が可能になります。
Authors: Ethan Che, Oguz Ulgen, Maximilian Balandat, Jongsok Choi, Jason Ansel (Meta)
#PyTorch #Helion #MachineLearning #BayesianOptimization #OpenSourceAI #Performance
ARAIM Protection Level Calculation Method Based on Bayesian Optimization
https://t.co/yF1r5yRHW2
By Sitong Liu et al.
From the European Navigation Conference 2025
#ARAIM #GNSS #Integrity #BayesianOptimization
@MDPIEngineering
Excited to visit @USC CS Department on Feb 10th, and give a talk on recent advances from my @UAlbany lab on accelerated #BayesianOptimization for #DrugDiscovery!
I'd like to deeply thank Prof. @YanLiu_USC for hosting my visit and all participants for the fruitful discussions!
TrendToKnow AI: SMOG: Scalable Meta-Learning for Multi-Objective Bayesian Optimization
👥 Leonard Papenmeier & Petru Tighineanu
#AIResearch #BayesianOptimization #MetaLearning #MultiObjective
Provided by TrendToKnow AI
🔗 https://t.co/LKJEWWPS4X
🌍📈 Our researcher Eduardo C. Garrido & others use multi-objective #BayesianOptimization to tune DRL for #ESG #PortfolioManagement, delivering Pareto-optimal Sharpe–ESG trade-offs on DJIA & NASDAQ (beating random search).
🔗https://t.co/gLyPWQihIX
We combine ML + #DigitalTwins to autonomously design photoreactors with high light capture and uniform irradiation. A virtual photoreactor guides #BayesianOptimization, allowing numerous designs in silico and fabrication of the best candidates.
@ChemRxiv: https://t.co/Rp1QyPjWZ1
Excited to see our few shot #BayesianOptimization for #DrugDiscovery algorithm ProfBO is being featured in our co-author Prof. @KChoNYC's KeyNote Talk at @NeurIPSConf-2025! ArXiv: https://t.co/TQ3I7viQ7F
⚙️ A failed experiment doesn’t mean starting over.
#BayesianOptimization helps you identify the most informative experiments to run next so you can innovate faster and reduce trial and error.
Also learn how to:
- Accelerate development.
- Reduce energy and material use.
- Apply techniques immediately in your workflow.
Join @JMP on Nov. 18 at 2 p.m. ET. Reserve your spot today 👉 https://t.co/wmVxNX5Ry8
🚨 New patent application alert: #US20250336487A1 by #InstituteOfAtmosphericPhysics!
Discover a novel method for reconstructing aerosol chemical components using #CNN, #BiLSTM, and #BayesianOptimization. This approach leverages multi-source environmental data, enhancing accuracy without traditional chemical analysis.
Key benefits: reduces cost & time, solves data inconsistencies, and ensures precise predictions in #EnvironmentalScience.
Explore the future of #AI-driven atmospheric research with this innovative system.
🎯 Hyperparameter Optimization with Optuna — Completed!
✅ Implemented Bayesian Optimization (TPE)
✅ Applied dynamic & conditional search spaces
Visualized parameter importance 🚀
#MachineLearning #Optuna #HyperparameterTuning #AI #DataScience #BayesianOptimization
Thompson Sampling Via Fine-Tuning LLM for Bayesian Optimize
Read more on https://t.co/TusxOFhDMO
#ThompsonSampling #ThompsonSamplingViaFineTuning #ToSFiT #Bayesianoptimization #largelanguagemodels #VariationalBayesianOptimisticSampling #Gaussianprocess #news #technews #technology #technologynews #govindhtech @TechGovind70399
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