Interesting Engineering

New adaptive system lets robots replicate human touch with far less training data

Japanese researchers develop an adaptive robot motion system that enables human-like grasping using minimal training data.
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 ...
Open Heart

Machine learning-based cardiovascular risk calculator for non-cardiac surgery

Background Annually, 4% of the global population undergoes non-cardiac surgery, with 30% of those patients having at least ...
IEEE

Optimizing Machine Learning for Healthcare Fraud Detection: A Framework Using Hybrid Feature Selection and Hyperparameter Tuning

Abstract: The healthcare insurance sector faces significant challenges due to fraud, leading to substantial financial losses. While machine learning (ML) has shown promise in fraud detection, more ...
IEEE

High-Dimensional Hyperparameter Optimization via Adjoint Differentiation

Abstract: As an emerging machine learning task, high-dimensional hyperparameter optimization (HO) aims at enhancing traditional deep learning models by simultaneously optimizing the neural networks’ ...