Rational artificial intelligence sounds simple on paper: build systems that make sensible decisions based on goals, evidence, ...

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

Abstract: The transferability of adversarial examples allows for the attack on unknown deep neural networks (DNNs), posing a serious threat to many applications and attracting great attention. In this ...

Abstract: In industrial settings, the health state of a product is often difficult to observe directly. Instead, it is typically inferred from noisy degradation data that are related to the system’s ...

The goal of this project is to build and evaluate multiple machine learning classification models to predict whether a person's income is above or below $50,000 per year based on demographic and ...