PinnedAndy WanginTowards Data ScienceMy Journey to Kaggle Master at the Age of 14Tips and tricks from one of the youngest Kaggle Competition Master.10 min read·Aug 29, 2021--12--12
Andy WanginTowards Data ScienceThe Underlying Dangers Behind Large Batch Training SchemesThe Hows and Whys behind the Generalization Gap and How to Minimize it10 min read·Nov 12, 2022--2--2
Andy WanginTowards Data ScienceWhy Using Learning Rate Schedulers In NNs May Be a Waste of TimeHint: Batch size is the key and it might not be what you think!7 min read·Aug 5, 2022----
Andy WanginTowards Data ScienceWhat is Really “Fair” in Machine Learning?Evaluation and Representation of Fairness in modern ML6 min read·Oct 6, 2021----
Andy WangBags of Tricks for Multi-Label ClassificationTips and essentials to for boosting your model performance in multi-label classification5 min read·Aug 26, 2021----
Andy WanginTowards Data ScienceNovel Approaches to Similarity LearningFrom Siamese network and Triplet Loss to ArcFace Loss5 min read·Mar 25, 2021----