aschroeder91 t1_j6nliim wrote on January 31, 2023 at 4:37 PM

Reply to comment by beanhead0321 in [D] Have researchers given up on traditional machine learning methods? by fujidaiti

the real innovation will be comfortably backpropagating through the hybrid model as a whole

aschroeder91 t1_j6mys1h wrote on January 31, 2023 at 2:06 PM

Reply to comment by qalis in [D] Have researchers given up on traditional machine learning methods? by fujidaiti

Good to hear! Do you know what the space of hybrid models looks like? Specifically using deep learning for input signal to data and classical machine learning algorithms (e.g. gradient boosted trees) for data processing.

My intuition says that hybrid models definitely have a role in general problem solving machines. I've tried searching this topic and the space is muddy at best.