The Machine Learning Optimization and Systems Laboratory, is a research lab at UT San Antonio, directed by Professor Panagiotis (Panos) Markopoulos, conducting research in artificial intelligence, machine learning, data science, and signal processing, with emphasis in trustworthy intelligence.

Main research topics currently include:

• Trustworthy (reliable and explainable) artificial intelligence

• Machine learning from limited and/or corrupted data

• Federated learning with privacy constraints

• Adaptive and continual learning in dynamic environments

• Multimodal learning and data fusion

• Quantum machine learning