Bjerksund-Stensland Model: A Key Tool for Pricing American Options

The Bjerksund-Stensland model is a key method for pricing American options. It helps investors determine optimal times for exercising options with dividends considered.
IEEE

End-to-End Process Optimization in Polymer Extrusion Lines Using Model Predictive Control and Multi-Task Learning

Abstract: Due to the inherent complexity of modern polymer extrusion lines caused by nonlinear, dynamic behavior with numerous influential factors, disturbances lead to higher scrap rates and ...
GitHub

Fara-7B: An Efficient Agentic Model for Computer Use

Fara-7B is Microsoft's first agentic small language model (SLM) designed specifically for computer use. With only 7 billion parameters, Fara-7B is an ultra-compact Computer Use Agent (CUA) that ...
GitHub

Using Powerful Prior Knowledge of Diffusion Model in Deep Unfolding Networks for Image Compressive Sensing

1 School of Electronic and Information Engineering, Beijing Jiaotong University, China 2 School of Automation and Intelligence, Beijing Jiaotong University, China Recently, Deep Unfolding Networks ...
IEEE

Addressing Adversarial Attacks in IoT Using Deep Learning AI Models

Abstract: Adversarial attacks, specialized attacks, pose a severe threat to AI model performance in various applications, including the Internet of Things (IoT). Various defense mechanisms have been ...
Medical Xpress

Expanded school-based program linked to lower youth tobacco use rates in California

Researchers from University of California San Diego report that an expanded, school-based tobacco prevention program in California was associated with significantly lower rates of smoking and vaping ...
today.ucsd

Expanded School-Based Program Linked to Lower Youth Tobacco Use Rates in California

Statewide study finds students in funded schools were significantly less likely to smoke or vape than counterparts in schools without funding The California Department of Education funds many school ...