1 citations · 2 across the 4 of their papers we have counts for
5 papers
Consensus Based Multi-Layer Perceptrons for Edge Computing
Haimonti Dutta, Nitin Nataraj, Saurabh Amarnath Mahindre
In recent years, storing large volumes of data on distributed devices has become commonplace. Applications involving sensors, for example, capture data in different modalities incl…
Impact of Community Structure on Consensus Machine Learning
Bao Huynh, Haimonti Dutta, Dane Taylor
Consensus dynamics support decentralized machine learning for data that is distributed across a cloud compute cluster or across the internet of things. In these and other settings,…
GADGET SVM: A Gossip-bAseD sub-GradiEnT Solver for Linear SVMs
Haimonti Dutta, Nitin Nataraj
In the era of big data, an important weapon in a machine learning researcher's arsenal is a scalable Support Vector Machine (SVM) algorithm. SVMs are extensively used for solving c…
A Machine Learning Approach to Quantitative Prosopography
Aayushee Gupta, Haimonti Dutta, Srikanta Bedathur +1
Prosopography is an investigation of the common characteristics of a group of people in history, by a collective study of their lives. It involves a study of biographies to solve h…
Leveraging Subjective Human Annotation for Clustering Historic Newspaper Articles
Haimonti Dutta, William Chan, Deepak Shankargouda +7
The New York Public Library is participating in the Chronicling America initiative to develop an online searchable database of historically significant newspaper articles. Microfil…