Christos Thrampoulidis

Advancing Display Technology: Objective Metrics for Flicker Assessment in Variable Refresh Rate Displays

Principal investigators: Nasiopoulos, Panos P

Keywords: contrast sensitivity; display flickering; fourier transform; human perception; objective metrics; signal processing; subjective tests; variable refresh rate; wavelet tranform

Opening the Approvals Black Box: Leveraging Large Language Models and City Council Public Records to Understand Housing Supply

Principal investigators: Harten, Julia Gabriele

Keywords: housing development; natural language processing; large language models; artificial intelligence; affordability crisis

Artificial Intelligence for Smart Cities and Intelligent Transportation

Principal investigators: Nasiopoulos, Panos P

Keywords: artificial intelligence; autonomous driving; deep learning; digital video; edge and cloud computing; intelligent transportation; road condition detection; smart city; traffic signs and parking detection; v2x perceptual collaboration

Fairness fundamentals: Geometry-inspired algorithms and Long-term implications

Principal investigators: Thrampoulidis, Christos C

Keywords: algorithm design; data imbalances; deep learning; deep-learning representations; fairness; fundamentals; generalization; group imbalances; implicit bias; long-tailed learning

Fundamentals of Modern Machine Learning: A Precise High-dimensional Approach

Principal investigators: Thrampoulidis, Christos

Keywords: fundamental limits; sharp asymptotics; high-dimensional data; gaussian process inequalities; multiclass classification; adversarial training; robust learning; overparameterization; equitable learning; model pruning/compression

Rising from the pandemic: Towards sustainable development of machine learning technologies for point-of-care Ultrasound Imaging

Principal investigators: Abolmaesumi, Purang P

Fundamentals of Modern Machine Learning: A Precise High-dimensional Approach

Principal investigators: Thrampoulidis, Christos