Title: Advanced Quantization Techniques for Communication Efficiency and Privacy in Federated Learning, and Memory-efficient Fine-tuning of LLMs
Committee:
Dr. Jacob Abernethy, CoC, Chair, Advisor
Dr. Vidya Muthukumar, ECE, Co-Advisor
Dr. Justin Romberg, ECE
Dr. Alexey Tumanov, CoC
Dr. Juba Ziani, ISyE
Dr. Callie Hao, ECE