Divya GopinathinTowards Data ScienceThe Shapley Value for ML ModelsWhat is a Shapley value, and why is it crucial to many explainability techniques?8 min read·Oct 26, 2021--1--1
Divya GopinathinTowards Data SciencePicking an explainability techniqueA taxonomy of ML explainability techniques to understand your model.10 min read·Oct 23, 2021--1--1
Divya GopinathinTowards Data ScienceDesigning a Fairness Workflow for Your ML ModelsHow do you ensure your model is fair from start to finish?8 min read·Sep 18, 2021--2--2
Divya GopinathinTowards Data ScienceHow Did My Machine Learning Model Become Unfair?You built your model with the best of intentions. So why is it exhibiting unfairness?6 min read·Sep 8, 2021----
Divya GopinathinTowards Data ScienceWhat does it mean to be fair? Measuring and understanding fairnessIn this blog post, we’ll talk about how to transform fairness from an abstract goal into a reality for machine learning models.6 min read·Sep 1, 2021--2--2
Divya GopinathPut on your white hat: vigilance in an era of obligatory connectednessWe all love our gadgets and apps. We also know that they ingest vast amounts of our private data, and it’s often very hard to follow how…4 min read·Apr 26, 2020----
Divya GopinathinInstabase BlogsInterning at Instabase: The 10 Million Dollar IdeasOn my third day of work at Instabase, our CEO Anant plopped down next to me, dumped his laptop on the desk, and warmly declared, “Hello…4 min read·Aug 31, 2019----
