Bayesian Optimization - Part 1: Stochastic Processes

A mathematical primer to automated Hyperparameter tuning using Bayesian Optimization.

The Case for Conscious Isolation

My thoughts on why wilful isolation is a necessary component in this age of incessant social interaction.

Fashion MNIST Classification with TensorFlow featuring Deepmind Sonnet

In this post we’ll be looking at how to perform a simple classification task on the Fashion MNIST dataset using TensorFlow (TF) and Deepmind’s Sonnet library.

Tensorflow: A Conceptual Introduction

An illustrative introduction to the core concepts behind Tensorflow.

The Complete Solution to $\bf{A}\bf{x}=\bf{b}$

A Flowchart (with commentary) to derive the solution types for a system of linear equations.

My recent past.

[Excerpts] The Illicit Happiness of Other People By Manu Joseph

Interesting Excerpts from the book “The Illicit Happiness of Other People” by Manu Joseph.

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Suraj Narayanan Sasikumar

Reinforcement Learning • Machine Learning • AI Safety

Research