DANTE: Deep AlterNations for Training nEural networks

no code implementations • 1 Feb 2019 • Vaibhav B Sinha, Sneha Kudugunta, Adepu Ravi Sankar, Surya Teja Chavali, Purushottam Kar, Vineeth N. Balasubramanian

We present DANTE, a novel method for training neural networks using the alternating minimization principle.

Fast Dawid-Skene: A Fast Vote Aggregation Scheme for Sentiment Classification

3 code implementations • 7 Mar 2018 • Vaibhav B Sinha, Sukrut Rao, Vineeth N. Balasubramanian

A well-known approach for aggregation is the Dawid-Skene (DS) algorithm, which is based on the principle of Expectation-Maximization (EM).

General Classification Sentiment Analysis +1