Causal inference and model explainability analysis of a real world sales dataset

arXiv:2512.12605 · cs.LG · Submitted 2025-12-14 · Read on arXiv

cs.LG

Submitted: 2025-12-14

Updated: 2026-10-16

Terminology

• Causal Inference — 3× in this paper · explained in 4 episodes
• Interpretability — 3× in this paper · explained in 15 episodes
• Explainability — 1× in this paper · explained in 4 episodes
• SHAP Values — 1× in this paper · explained in 3 episodes

Related papers

• Polynomial-Augmented Neural Networks (PANNs) with Weak Orthogonality Constraints for Enhanced Function and PDE Approximation
• AIRL-S: Unifying Reinforcement Learning and Search-Based Test-Time Scaling via Adversarial Inverse Reinforcement Learning
• Transformers as Bayesian In-Context Experimenters: Smoothness-Adaptive Efficient ATE Estimation
• Convergence issues in Relational Concept Analysis based on AOC-posets
• Beliefs Beyond Posteriors: The Predictive Cost of ELBO Binding
• Understanding Diffusion Models via Ratio-Based Function Approximation with SignReLU Networks