2 papers
cs.LG2021
Tom: Leveraging trend of the observed gradients for faster convergence
Anirudh Maiya, Inumella Sricharan, Anshuman Pandey +1
The success of deep learning can be attributed to various factors such as increase in computational power, large datasets, deep convolutional neural networks, optimizers etc. Parti…
cs.LG2021
Estimation and Applications of Quantiles in Deep Binary Classification
Anuj Tambwekar, Anirudh Maiya, Soma Dhavala +1
Quantile regression, based on check loss, is a widely used inferential paradigm in Econometrics and Statistics. The conditional quantiles provide a robust alternative to classical…