Blog
Binary Classification Comparison using Neural Networks and Random Contrast Learning
1. INTRODUCTION AND BACKGROUND Although Deep Learning has enjoyed tremendous success and growth in recentyears, it continues to be costly and time consuming. Computations in deep learning are so...
PrismRCL vs. LuminaRCL API: A Comprehensive Comparison
In the rapidly evolving landscape of AI and Machine Learning, it is crucial to choose tools that not only meet technical requirements but also provide seamless user experiences. At Lumina, we offer...
“Empowering Growth: Introducing Daniella Diaz as Our New VP, Revenue & Marketing
Join Lumina in congratulating Daniella Diaz in her promotion from Director of Customer Experience to VP, Revenue & Marketing. "We are elated to have Daniella take on this new role and lead our...
A Balanced Take on President Biden’s Executive Order on AI: Focusing on Safety, Education, and Worker Welfare
President Joe Biden signs the Artificial Intelligence (AI) Executive Order, as Vice President Kamala Harris observes.
Scaling RCL Language Models
April 21, 2022 Authored by: Dr. Morten Middelfart, Sam Martin, and Ben Martin Abstract In this paper, we demonstrate that RCL scales sublinearly with dataset size and linearly with compute. We also...
Random Contrast Learning: A New Approach to Supercomputing and Machine Learning
February 16, 2022 Authored by: Dr. Morten Middelfart, Sam Martin, and Ben Martin Abstract In this paper, we demonstrate that, compared to deep learning, random contrast learning (RCL) produces...