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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★ 1 cited
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,…