Anand K Subramanian



Hi,

This is Anand ( アナンド , if you prefer). I spend the majority of my time trying to understand the nuances of Deep Neural Networks, if not AI at large. I currently work at Bodygram , Tokyo as an Machine Learning Engineer. On a good day, I have at least a handful of failed ideas, or ideas that don't really work, which I realise while working out the math or while implementing.

I can passionately talk for hours on Karnatik Music (South-Indian Classical music), Philosophy of Art, and Science in general. Recently, I have picked up a passion for hiking and working my way up the 日本百名山 (100 Famous Mountains in Japan). I had previously worked on embedded systems and robotics before transitioning into Machine Learning.

Contact


Recent Posts

26 Sep 2024

Classification to Regression and Back

A trick to convert classification labels to regression targets and back.
#math #ml #code

18 Mar 2024

L1 Regularization in terms of L2

A short note on over-parameterizing the L1 regularizer to make it differentiable
#math #ml

05 Feb 2024

Olafur Eliasson @ Azabudai Hills Gallery

A trip to Olafur Eliasson's exhibition at Azabudai Hills Gallery, Tokyo
#art #experience #photoessay #japan #tamil

12 Jan 2024

Extending Mahalanobis Distance to Gaussian Mixtures

A simple generalization of Mahalanobis distance to Gaussian Mixture Models (GMMs).
#math #ml #code

04 Aug 2023

Mathematics of Changing One's Mind

A guide to updating probabilistic beliefs using Jeffrey's rule and Pearl's method.
#math #ml #probability


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