Welcome to the webpage of the Machine Learning Optimization & Signal Processing (MELOS) Laboratory at The University of Texas at San Antonio (UTSA).
Our researchers, led by Dr. Panagiotis (Panos P.) Markopoulos, tackle challenging and impactful problems in the realms of machine learning, data analysis, and signal processing. The mission of MELOS is to promote the development of efficient, explainable, and trustworthy artificial intelligence. Our research focus encompasses both fundamental research (theory and algorithms) and practical solutions, spanning a broad range of applications such as computer vision, remote sensing, wireless communications, and healthcare.
MELOS is a core lab of the UTSA School of Data Science, housed in state-of-the-art facilities at the new San Pedro 1 building.