Tanay GahlotinTowards Data ScienceMoving beyond the distributional model for word representation.In any modern machine learning based NLP pipeline, word vectorization is a quintessential step, since we can’t feed words directly. In…Oct 23, 2018Oct 23, 2018
Tanay GahlotHow to build robust ML classifiers for language and images.Gradient-based optimization is the workhorse of modern AI. Using a network that has been designed to be sufficiently linear–whether it is a…Sep 22, 20171Sep 22, 20171
Tanay GahlotinTowards Data ScienceWhy it’s Not Difficult to Train A Neural Network with a Dynamic Structure Anymore!TLDR; Finally, the open source community addressed the demands for dynamic structure in Neural Networks. We saw 3 major library releases in…Feb 21, 20171Feb 21, 20171