Convex Functions and SVMs
Author(s): Kim Hyun Bin Originally published on Towards AI. This is the first part to a two part series to an introduction to convex functions, their optimizations and how it all ends up in the explanation of Support Vector Machines. You might …
Bias vs Variance — The Mathematical Foundational Assessment of Models
Author(s): Kim Hyun Bin Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. I am sure for many of you interested in the field of machine learning and artificial intelligence, when you first started, …
Have… You Met the Vision Transformer?
Author(s): Kim Hyun Bin Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Technology never stops evolving. I believe Vision Transformers are the prime example of this idea. 4 years after the Transformer architecture …
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