Hetvi Waghela

Generative AI-Based Text Generation Methods Using Pre-Trained GPT-2 Model

2024 · arXiv (Cornell University)

This work delved into the realm of automatic text generation, exploring a variety of techniques ranging from traditional deterministic approaches to more modern stochastic methods. Through analysis of greedy search, beam search, top-k sampling, top-p …

Privacy in Federated Learning

2024 · arXiv (Cornell University)

Federated Learning (FL) represents a significant advancement in distributed machine learning, enabling multiple participants to collaboratively train models without sharing raw data. This decentralized approach enhances privacy by keeping data on local devices. However, FL …