just a compilation of my academic and personal writing

Causality in the Machine Learning Realm

We should first begin by motivating the use cases for causal inference in the world of machine learning (ML). Before we do so, however, it is critical to emphasize the key…

Shamanth Kuthpadi S.

Decision Trees for Classification

Before we begin to analyze and dissect the functional structure of Decision Trees (also referred to as Classification Trees), it is critical to motivate its applications in…

Shamanth Kuthpadi S.

Recurrent Neural Networks: Unveiling Sequential Power

In the realm of deep learning, vanilla feed-forward neural networks fall short when dealing with sequential data. Sequential information can be best illustrated by text. The…

Shamanth Kuthpadi S.