Wanshun WonginTowards Data ScienceWhat is Bayes Error?A simple introduction to a fundamental concept of machine learning6 min read·Jun 6, 2023----
Wanshun WonginTowards Data ScienceWhat is Residual Connection?A technique for training very deep neural networks5 min read·Dec 18, 2021--1--1
Wanshun WonginTowards Data ScienceLipschitz Continuity and Spectral NormalizationHow to make neural networks more robust4 min read·Aug 21, 2021----
Wanshun WonginTowards Data ScienceData Preprocessing for Using Distance FunctionsTo ensure the input features contribute to the distance function proportionally5 min read·Feb 25, 2021----
Wanshun WonginTowards Data ScienceHow to preprocess social media data and text messagescoz imo many ppl write like thisss onl 🤦🏻♂️ (╯°□°)╯︵ ┻━┻6 min read·Nov 13, 2020----
Wanshun WonginTowards Data ScienceWhat is a Siamese Neural Network?A neural network that specializes in measuring similarity6 min read·Oct 2, 2020----
Wanshun WonginTowards Data ScienceWhat is Group Normalization?An alternative to Batch Normalization6 min read·Jun 17, 2020--2--2
Wanshun WonginTowards Data ScienceWhat is Gumbel-Softmax?A differentiable approximation to sampling discrete data4 min read·May 17, 2020--1--1
Wanshun WonginTowards Data ScienceThink twice before you use Principal Component Analysis in supervised learning tasksBecause it usually does more harm than good4 min read·Apr 7, 2020--1--1
Wanshun WonginTowards Data ScienceWhat is Gradient Clipping?A simple yet effective way to tackle Exploding Gradients4 min read·Mar 3, 2020----