Explanations, Causality and Theories - An AML Perspective

Bringing scientific rigor to the practice of AML

Base Rate Neglect in AML

A Probabilistic approach to AML Detection

The German Tank Problem

Frequentist and Bayesian Solutions to the German Tank Problem

Should you rebalance an imbalanced dataset?

Impact of rebalancing an imbalanced dataset

Model Uncertainity

Incorporating Uncertainty in Model Predictions

Detecting Concept Drift

Methods to Detect Concept Drift in supervised models

Introduction to Gaussian Processes

An Introduction to Gaussian Processes for Beginners

R Studio Conference 2019

Highlights from the 2019 R Studio Conference

Introduction to Bayesian Methods

An Introduction to Bayesian Methods for Beginners