Somayeh Farhadi·Sep 29The Missing Evidence Layer in Modern Decision SystemsHow causal inference and off-policy evaluation help us understand what past decisions can tell us about a proposed policy change.
NYU Center for Data Science·Sep 4Meet the Fellow: Lingjing KongThis entry is part of our Meet the Fellow blog series, which introduces and highlights incoming Faculty Fellows at CDS.A response icon1A response icon1
Brian James Curry·Sep 1Causal Modeling : When to Discover, When to InferPart II : Measuring structural knowledge in bits, and why no amount of experimentation can recover a causal graph on its own
Brian James Curry·Aug 31Causal Discovery Is Not Causal InferenceWhy mapping system mechanics is fundamentally different from A/B testing a black box — and why conflating them quietly wastes years of…
Dhiraj Patra·Aug 6Causal ModelingYes. In fact, causal modelling is one of the most advanced topics in quantitative finance and is becoming increasingly important because…
R_Talks·May 14Simpson’s Paradox: The Statistical Illusion That Has Fooled Doctors, Courts, and Data Scientists“The first principle is that you must not fool yourself — and you are the easiest person to fool.” — Richard FeynmanA response icon1A response icon1
InData And BeyondbyDima Iakubovskyi·May 12Causal Machine Learning: What It Is and Where (Not) to Use ItThree estimators, one insurance dataset, and a 3.7x gap in targeting value that a well-tuned XGBoost model will never close.A response icon1A response icon1
InData And BeyondbyDima Iakubovskyi·May 1Your ML Model Knows the Reactor Is Broken. It Has No Idea Why.How causal inference turns a dumb anomaly alarm into a system that actually tells you what to fix, and by how much.A response icon2A response icon2
InAI@PacebyRitvik Shyam·Apr 13From Plausible AI to Explainable AIClimbing the Enterprise AI Intelligence Ladder: From Stochastic Correlation and Reasoning to Structured CausalityA response icon2A response icon2
Jacob Mazurkiewicz·Mar 2When Correlation won’t cut it — Exploring Causal Models at ScaleWe have all heard the phrase “correlation does not imply causation.”
