Fill your skill gaps in AI and Data Science

External Tag: counterfactual

Algorithmic fairness with optimal transport: quantifying counterfactual fairness and mitigating group fairness

External Tags barycenter, counterfactual, fairness, group, individual, Laval, optimal transport, OT, Seminar, StatLab, Wasserstein

Counterfactuals in Language AI

External Tags counterfactual, editors-pick, generative-ai-tools, large-language-models, LLM

Fairness and discrimination, PhD Course, #5 Machine learning models

External Tags calibration, causal, constraint, counterfactual, DAG, data, experiement, Markov, MAT998P, model, twin representation

You Can’t Step in the Same River Twice

External Tags causal-inference, causality, counterfactual, data-science, deep-dives

Econometrics Seminars at Université de Montréal

External Tags CATE, ceteris paribus, counterfactual, econometrics, Montréal, mutatis mutandis, Seminar, UdeM

Exploring Counterfactual Insights: From Correlation to Causation in Data Analysis

External Tags bayesian-networks, causal-inference, counterfactual, getting-started, statistics

CFXplorer: Counterfactual Explanation Generation Python Package

External Tags counterfactual, data-science, decision-tree, explainable-ai, machine-learning