37 citations · 44 across the 12 of their papers we have counts for
Showing cs.LGShow all
2 papers · 1 filter
cs.LG2018★ 1 cited
Faster Convergence & Generalization in DNNs
Gaurav Singh, John Shawe-Taylor
Deep neural networks have gained tremendous popularity in last few years. They have been applied for the task of classification in almost every domain. Despite the success, deep ne…
cs.LG2016★ 1 cited
Neighborhood Sensitive Mapping for Zero-Shot Classification using Independently Learned Semantic Embeddings
Gaurav Singh, Fabrizio Silvestri, John Shawe-Taylor
In a traditional setting, classifiers are trained to approximate a target function where at least a sample for each is presented to the training algor…