Machine Learning

Understanding Deep Learning requires Re-Thinking Generalisation

Paper Link Generalisation in Machine Learning Models In Supervised Machine Learning, we train the model on training set and evaluate the model on a validation/testing set which is unseen during the training process.

Intro to Imitation Learning: From Why to How!

Jude is an amateur football player but a wannabe great player. Jude is a die-hard fan of Christiano Ronaldo and watches every time he is playing anywhere. Jude wondered if he could exactly be like Ronaldo.

Multi Label Classification using Vowpal Wabbit library: From Why to How

What is Multi-Label classification? Think of a recent article/tweet you read and if you were asked to tag it! Probably you will come up with tags such as technology, politics, fashion, etc.