15 citations · 15 across the 3 of their papers we have counts for
3 papers
cs.LG2017
Efficient Estimation of Generalization Error and Bias-Variance Components of Ensembles
Dhruv Mahajan, Vivek Gupta, S Sathiya Keerthi +3
For many applications, an ensemble of base classifiers is an effective solution. The tuning of its parameters(number of classes, amount of data on which each classifier is to be tr…
cs.LG2017
Leveraging Distributional Semantics for Multi-Label Learning
Rahul Wadbude, Vivek Gupta, Piyush Rai +3
We present a novel and scalable label embedding framework for large-scale multi-label learning a.k.a ExMLDS (Extreme Multi-Label Learning using Distributional Semantics). Our appro…
cs.CL2017★ 15 cited
Simple and Effective Dimensionality Reduction for Word Embeddings
Vikas Raunak
Word embeddings have become the basic building blocks for several natural language processing and information retrieval tasks. Pre-trained word embeddings are used in several downs…