Sauptik Dhar

A Survey of On-Device Machine Learning

Sauptik Dhar, Junyao Guo, Jiayi Liu et al. · ACM Transactions on Internet of Things · 2021 · 121 citations

Artificial Intelligence, On-device Machine Learning, Model Training +15

Development and Evaluation of Cost-Sensitive Universum-SVM

Sauptik Dhar, Vladimir Cherkassky · IEEE Transactions on Cybernetics · 2014 · 64 citations

Cost-sensitive Universum-svm, Engineering, Machine Learning +18

Practical Conditions for Effectiveness of the Universum Learning

Vladimir Cherkassky, Sauptik Dhar, Wuyang Dai · IEEE Transactions on Neural Networks · 2011 · 55 citations

Engineering, Machine Learning, Education +22

On-Device Machine Learning: An Algorithms and Learning Theory Perspective

Sauptik Dhar, Junyao Guo, Jiayi Liu et al. · arXiv (Cornell University) · 2019 · 45 citations · Full text

Artificial Intelligence, Smart Devices, Engineering +17

ADMM based scalable machine learning on Spark

Sauptik Dhar, Congrui Yi, Naveen Ramakrishnan et al. · 2015 · 13 citations

Cluster Computing, Admm Problem Transforms, Engineering +18