Primer on Softmax
There is so much detail to softmax like numerical issues, why it is used with CE and implications of its inductive bias.
Recent Posts
Word2Vec Explainer
A fun and nuanced explainer of Word2Vec, the earliest successful word embedding algorithm.
Surprising Success of Deep Learning
I have recently applied to SERIMATS where I was tasked to answer the question Why is it surprising, from the perspective of classic machine learning, that ne...