Open Internet by MindsNet

Improving Representation Learning in Machine Learning

The author encountered a challenge in assuming that a lossless geometric representation would automatically improve representation learning in machine learning. This led to a realization that abstraction and throwing away irrelevant information are crucial for effective representation learning.

Computing & Technology, Computer Science, Machine Learning