📄 文章列表

35 篇文章
TDS

What to Do When Your Credit Risk Model Works Today, but Breaks Six Months Later

✅ completed ⭐ ★★★★★★ 2025-11-04
TDS

Overfitting vs. Underfitting: Making Sense of the Bias-Variance Trade-Off

✅ completed ⭐ ★★★★★ 2025-11-22
TDS

YOLOv1 Paper Walkthrough: The Day YOLO First Saw the World

✅ completed ⭐ ★★★★★★ 2025-12-05
TDS

The Machine Learning “Advent Calendar” Day 13: LASSO and Ridge Regression in Excel

✅ completed ⭐ ★★★★★★ 2025-12-13
TDS

The Machine Learning “Advent Calendar” Day 15: SVM in Excel

✅ completed ⭐ ★★★★★★ 2025-12-15
TDS

Overcoming Nonsmoothness and Control Chattering in Nonconvex Optimal Control Problems

✅ completed ⭐ ★★★★★★ 2025-12-30
TDS

I Evaluated Half a Million Credit Records with Federated Learning. Here’s What I Found

✅ completed ⭐ ★★★★★★ 2026-01-07
TDS

How a Neural Network Learned Its Own Fraud Rules: A Neuro-Symbolic AI Experiment

✅ completed ⭐ ★★★★★★ 2026-03-17
TDS

Explainable AI in Production: A Neuro-Symbolic Model for Real-Time Fraud Detection

✅ completed ⭐ ★★★★★★ 2026-03-30
TDS

Linear Regression Is Actually a Projection Problem (Part 2: From Projections to Predictions)

✅ completed ⭐ ★★★★★★ 2026-04-02
TDS

A Visual Explanation of Linear Regression

✅ completed ⭐ ★★★★★★ 2026-04-09
TDS

Introduction to Deep Evidential Regression for Uncertainty Quantification

✅ completed ⭐ ★★★★★★ 2026-04-16
TDS

Lasso Regression: Why the Solution Lives on a Diamond

✅ completed ⭐ ★★★★★★ 2026-04-23
TDS

Which Regularizer Should You Actually Use? Lessons from 134,400 Simulations

✅ completed ⭐ ★★★★★★ 2026-05-02
TDS

Small Data, Big Maps: Training Geospatial ML Models When Samples Are Scarce

✅ completed ⭐ ★★★★★★ 2026-06-04