Daily Excelsior

Machine Learning Methods Used for Portfolio Optimization and Risk Management

Machine learning is reshaping the way portfolios are built, monitored, and adjusted. Investors are no longer limited to ...
IEEE

Enhancing Privacy-Preserved Iris Recognition in Consumer Electronics: A Soft Actor-Critic and GAN-Based Digital Forensic Framework With Bayesian Hyperparameter Optimization

Abstract: The widespread deployment of iris recognition (IR) systems in consumer electronics has raised pressing concerns related to digital forensics, biometric integrity, and user privacy. This ...
EurekAlert!

AI meets the ocean: A new era for safer, smarter marine structures

Machine learning (ML) is rapidly emerging as a powerful tool to improve the safety, reliability, and long-term performance of marine structures exposed to harsh ocean environments. This study presents ...
IEEE

Multistep Hyperparameter Tuning via Reinforcement Learning for Simulated Annealing

Abstract: In this study, a hyperparameter (HP) tuning method for simulated annealing (SA) is proposed. In recent years, annealing machines, i.e., non-Neumann architecture computers inspired by the ...