In this course, you’ll learn theoretical foundations of optimization methods used for training deep machine learning models. Why does gradient descent work? Specifically, what can we guarantee about ...

Abstract: Radio environment maps (REMs) are crucial for enabling efficient spectrum sharing and interference management. However, conventional two-dimensional (2D) REMs fall short in three-dimensional ...

Abstract: This paper presents a leaderless cooperative guidance strategy for simultaneous time-constrained interception of a stationary target when the interceptors exchange information over switched ...

ABSTRACT: Air pollution has become a pressing challenge to global public health and environmental governance. Accurate analysis of pollutant concentrations critically depends on the completeness of ...

The project focuses on combining backend logic, mathematical processing, voice interaction, and database storage to simulate a functional assistant. It supports both text and voice input and can ...