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cs.LG2025
Exploring Efficient Learning of Small BERT Networks with LoRA and DoRA
Daniel Frees, Aditri Bhagirath, Moritz Bolling
While Large Language Models (LLMs) have revolutionized artificial intelligence, fine-tuning LLMs is extraordinarily computationally expensive, preventing smaller businesses and res…
cs.LG2024
Deep Learning and Transfer Learning Architectures for English Premier League Player Performance Forecasting
Daniel Frees, Pranav Ravella, Charlie Zhang
This paper presents a groundbreaking model for forecasting English Premier League (EPL) player performance using convolutional neural networks (CNNs). We evaluate Ridge regression,…