Bangda Sun

Practice makes perfect

Machine Learning

Machine Learning Overview Series (8) - Kmeans

DeepFM - Combining FM and Neural Nets

FFM - More Elaborated and Refined Factorization Machines

Factorization Machine - A General Predictor for Sparse Data

L1 Norm Regularization Explained

Practical Comparison of XGBoost and LightGBM

LightGBM - A more Efficient GBM Framework

XGBoost - How it works

NBSVM - A Strong Classification Baseline

Stanford NLP (coursera) Notes (8) - Max Entropy Model