News

IEEE1d
Graph-Based Bayesian Optimization for Large-Scale Objective-Based Experimental Design
Abstract: Design is an inseparable part of most scientific and engineering tasks, including real and simulation-based experimental design processes and parameter/hyperparameter tuning/optimization ...
Frontiers27d
Brain tumor classification from MRI scans: a framework of hybrid deep learning model with Bayesian optimization and quantum theory-based marine predator algorithm
Extracted features can be optimized using some optimization algorithms ... are optimized using Bayesian optimization to train the models. These hyperparameters are named InitialLearnRate, Momentum, ...
Frontiers29d
Federated learning framework for IoT intrusion detection using tab transformer and nature-inspired hyperparameter optimization
We enhance the Tab model through an optimization process, utilizing a hyperparameter tuning algorithm inspired by the nature-based electric eel foraging optimization (EEFO) algorithm. The goal of the ...
IEEE23d
Enhancing Machine Learning Models through Hyperparameter Optimization with Particle Swarm Optimization
Abstract: Hyperparameter tuning plays a crucial role in optimizing the performance of machine learning algorithms. This study explores the effectiveness of Particle Swarm optimization (PSO) in ...
C&EN25d
Bayesian Optimization with Gaussian Processes Assisted by Deep Learning for Material Designs
(1−3) However, exploring vast material spaces or conducting a large number of experiments remains challenging, making informatics-based approaches, e.g., virtual screening, genetic algorithms ...
Yahoo Finance28d
MicroAlgo Inc. Announces Research on Quantum Information Recursive Optimization (QIRO) Algorithm, for Combinatorial Optimization Problems to Expand and Solve New Ideas
Shenzhen, May 14, 2025 (GLOBE NEWSWIRE) -- MicroAlgo Inc. Announces Research on Quantum Information Recursive Optimization (QIRO) Algorithm, for Combinatorial Optimization Problems to Expand and ...
Stockhouse13d
MicroAlgo Inc. Explores Optimization of Quantum Error Correction Algorithms to Enhance Quantum Algorithm Accuracy
SHENZHEN, May 27, 2025 (GLOBE NEWSWIRE) -- MicroAlgo Inc. Explores Optimization of Quantum Error Correction Algorithms to Enhance Quantum Algorithm Accuracy Shenzhen ...