65 citations
- IBM Research - IndiaIN25 papers
- Indian Institute of Science BangaloreIN14 papers
- IBM (United States)US12 papers
- IBM Research - Thomas J. Watson Research CenterUS7 papers
- Indian Institute of Technology MadrasIN3 papers
- IBM Research - AlmadenUS2 papers
- IBM Research - IrelandIE2 papers
- IBM Research - ZurichCH2 papers
- Indian Institute of Technology BombayIN2 papers
- Indian Institute of Technology DelhiIN2 papers
- International Institute of Information Technology BangaloreIN2 papers
- The University of QueenslandAU2 papers
Showing cs.LGShow all
3 papers · 1 filter
cs.LG2020★ 33 cited
PoWER-BERT: Accelerating BERT Inference via Progressive Word-vector Elimination
Saurabh Goyal, Anamitra R. Choudhury, Saurabh M. Raje +3
We develop a novel method, called PoWER-BERT, for improving the inference time of the popular BERT model, while maintaining the accuracy. It works by: a) exploiting redundancy pert…
cs.LG2018★ 8 cited
Snap ML: A Hierarchical Framework for Machine Learning
Celestine Dünner, Thomas Parnell, Dimitrios Sarigiannis +5
We describe a new software framework for fast training of generalized linear models. The framework, named Snap Machine Learning (Snap ML), combines recent advances in machine learn…
cs.LG2016★ 2 cited
A Robust UCB Scheme for Active Learning in Regression from Strategic Crowds
Divya Padmanabhan, Satyanath Bhat, Dinesh Garg +2
We study the problem of training an accurate linear regression model by procuring labels from multiple noisy crowd annotators, under a budget constraint. We propose a Bayesian mode…