Santhisenan

Working on Machine Learning

03 May 2024

Global explanations in LLMs

A few techniques to generate global explanations for LLMs
27 Apr 2024

Why Use Transcriptomics to Analyse Cell-Cell Interactions?

What are Cell-Cell Interactions? Cell-cell interactions (CCI) refer to the various ways in which cells within an organis...
20 Apr 2024

Approaches to generating local explanations in LLMs

Some approaches to explain predictions from a langauge model
13 Apr 2024

Intuition for deep neural networks

Extending the piecewise linear functions intuition to a simple two-layer deep neural network.
06 Apr 2024

Neural Networks as Piecewise Linear Functions

A simple neural network as a piecewise linear function.