30 citations · 32 across the 7 of their papers we have counts for
4 papers · 1 filter
GeMi: A Graph-based, Multimodal Recommendation System for Narrative Scroll Paintings
Haimonti Dutta, Pruthvi Moluguri, Jin Dai +1
Recommendation Systems are effective in managing the ever-increasing amount of multimodal data available today and help users discover interesting new items. These systems can hand…
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…