Divya GopinathinTowards Data ScienceThe Shapley Value for ML ModelsWhat is a Shapley value, and why is it crucial to many explainability techniques?Oct 26, 20211Oct 26, 20211
Divya GopinathinTowards Data SciencePicking an explainability techniqueA taxonomy of ML explainability techniques to understand your model.Oct 23, 20211Oct 23, 20211
Divya GopinathinTowards Data ScienceDesigning a Fairness Workflow for Your ML ModelsHow do you ensure your model is fair from start to finish?Sep 18, 20212Sep 18, 20212
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?Sep 8, 2021Sep 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.Sep 1, 20212Sep 1, 20212
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…Apr 26, 2020Apr 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…Aug 31, 2019Aug 31, 2019