IEEE

Optuna vs Code Llama: Are LLMs a New Paradigm for Hyperparameter Tuning?

Abstract: Optimal hyperparameter selection is critical for maximizing the performance of neural networks in computer vision, particularly as architectures become more complex. This work explores the ...
GitHub

P-ML: An End-to-End AutoML Framework for Deploying Classical Machine Learning Models on Resource-Constrained Devices

P-ML integrates Optuna-based hyperparameter tuning with stratified data splitting methods such as SPXY and K-Fold cross-validation to ensure robust and reliable model selection. The generated ...
Los Angeles Times

I tried the $430 tuning fork facial. Here’s how it went

This is read by an automated voice. Please report any issues or inconsistencies here. I genuinely love a good facial — the ritual of it, the permission to lie still for 90 minutes, the way my skin ...
Powder

Here’s How a $600,000 Machine Perfects Your Ski Tune

Ever wonder what’s actually happening when you drop your skis off to get tuned at your local ski shop? Gov Carrigan, Nomad’s Founder and longtime Jackson Hole local, has been obsessed with tuning skis ...
C&EN

Data-Driven Hybrid Approach Using Hyperparameter-Optimized Ensemble and Explainable Machine Learning for Assessing Pyrolysis Efficiency of Waste Tires

Energy-Fuel Technology and Applied Material Research Group, Dong Nai Technology University, Dong Nai 76000, Vietnam Faculty of Engineering, Dong Nai Technology University, Dong Nai 76000, Vietnam ...
News Medical

Improving virtual screening with a heterogeneous consensus model

This article and associated images are based on a poster originally authored by Lin Chen, Vincent Blay, Pedro J. Ballester and Douglas R. Houston and presented at ELRIG Drug Discovery 2025 in ...
Frontiers

Intelligent recognition of surrounding rock grades based on TBM tunneling parameters

Rapid, accurate, and efficient prediction of surrounding rock grades is crucial for ensuring the safety and enhancing the efficiency of tunnel boring machine (TBM) construction. To achieve intelligent ...