Tolga Dimlioglu
I am a fifth-year Ph.D. student at NYU Tandon School of Engineering, advised by Professor Anna Choromanska. My research focuses on deep learning optimization for improved generalization and communication-efficient distributed training, with applications in computer vision, natural language processing, and end-to-end autonomous driving systems. Broadly, I am interested in developing optimization methods that maximize learning under constraints on compute, data, and model capacity.