1 citations · 1 across the 2 of their papers we have counts for
3 papers
cs.LG2021★ 1 cited
Text Classification and Clustering with Annealing Soft Nearest Neighbor Loss
Abien Fred Agarap
We define disentanglement as how far class-different data points from each other are, relative to the distances among class-similar data points. When maximizing disentanglement dur…
cs.LG2020
Improving k-Means Clustering Performance with Disentangled Internal Representations
Abien Fred Agarap, Arnulfo P. Azcarraga
Deep clustering algorithms combine representation learning and clustering by jointly optimizing a clustering loss and a non-clustering loss. In such methods, a deep neural network…
cs.CL2018
Statistical Analysis on E-Commerce Reviews, with Sentiment Classification using Bidirectional Recurrent Neural Network (RNN)
Abien Fred Agarap
Understanding customer sentiments is of paramount importance in marketing strategies today. Not only will it give companies an insight as to how customers perceive their products a…