2 papers
cs.CL2018
Instance-based Inductive Deep Transfer Learning by Cross-Dataset Querying with Locality Sensitive Hashing
Somnath Basu Roy Chowdhury, K M Annervaz, Ambedkar Dukkipati
Supervised learning models are typically trained on a single dataset and the performance of these models rely heavily on the size of the dataset, i.e., amount of data available wit…
cs.CL2018
Learning beyond datasets: Knowledge Graph Augmented Neural Networks for Natural language Processing
K M Annervaz, Somnath Basu Roy Chowdhury, Ambedkar Dukkipati
Machine Learning has been the quintessential solution for many AI problems, but learning is still heavily dependent on the specific training data. Some learning models can be incor…