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.

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Recent Posts

28 Oct 2024

Building my own static site generator

The zillionth post about building a static site generator.

#static-site-generator #python

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


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