On the path towards a true science of deep learning [D]

In the journey toward establishing a robust scientific framework for deep learning, insights from both industry and academia play a pivotal role. With over seven years of dedicated research, I have explored the fundamental principles of machine learning that will guide us to a deeper understanding of this transformative technology. In this discussion, I will share key reflections on the path forward, highlighting innovative approaches and collaborative efforts that can enhance our understanding and application of deep learning in various domains.