python

Progressively Balanced Multi-class Neural Trees

Proposed and tested an entropy impurity based objective function for incorporating a learnable perceptron into the decision tree framework. Demonstrated that the learned classifier achieves comparable accuracy with fewer test time computations than an MLP

Quora Question Pairs

Trained a Siamese Gated Recurrent Unit (GRU) RNN over sentence pairs to detect duplicate questions, securing a position in the top 25% among 3000+ teams on Kaggle.