Simple Method for Interpretation of High-Dimensional Nonlinear SVM Classification Models. - Vladimir Cherkassky; Sauptik Dhar (DMIN, 2010)

Application of SOM to analysis of Minnesota soil survey data. - Sauptik Dhar; Vladimir Cherkassky (IJCNN, 2011)

Practical Conditions for Effectiveness of the Universum Learning. - Vladimir Cherkassky; Sauptik Dhar; Wuyang Dai (IEEE Trans. Neural Networks, 2011)

Cost-Sensitive Universum-SVM. - Sauptik Dhar; Vladimir Cherkassky (ICMLA (1), 2012)

ADMM based scalable machine learning on Spark. - Sauptik Dhar; Congrui Yi; Naveen Ramakrishnan; Mohak Shah (IEEE BigData, 2015)

A data-driven approach towards patient identification for telehealth programs. - Martha Ganser; Sauptik Dhar; Unmesh Kurup; Carlos Cunha; Aca Gacic (IEEE BigData, 2015)

Patient Identification for Telehealth Programs. - Martha Ganser; Sauptik Dhar; Unmesh Kurup; Carlos Cunha; Aca Gacic (ICMLA, 2015)

Development and Evaluation of Cost-Sensitive Universum-SVM. - Sauptik Dhar; Vladimir Cherkassky (IEEE Trans. Cybern., 2015)

Universum Learning for Multiclass SVM. - Sauptik Dhar; Naveen Ramakrishnan; Vladimir Cherkassky; Mohak Shah (CoRR, 2016)

Universum learning for SVM regression. - Sauptik Dhar; Vladimir Cherkassky (IJCNN, 2017)

Multiclass Universum SVM. - Sauptik Dhar; Vladimir Cherkassky; Mohak Shah (CoRR, 2018)

Multiclass Learning from Contradictions. - Sauptik Dhar; Vladimir Cherkassky; Mohak Shah (NeurIPS, 2019)

Single Class Universum-SVM. - Sauptik Dhar; Vladimir Cherkassky (CoRR, 2019)

On-Device Machine Learning: An Algorithms and Learning Theory Perspective. - Sauptik Dhar; Junyao Guo; Jiayi Liu 002; Samarth Tripathi; Unmesh Kurup; Mohak Shah (CoRR, 2019)

Improving Model Training by Periodic Sampling over Weight Distributions. - Samarth Tripathi; Jiayi Liu 002; Sauptik Dhar; Unmesh Kurup; Mohak Shah (IEEE BigData, 2020)

Variable Metric Proximal Gradient Method with Diagonal Barzilai-Borwein Stepsize. - Youngsuk Park; Sauptik Dhar; Stephen P. Boyd; Mohak Shah (ICASSP, 2020)

Stabilizing Bi-Level Hyperparameter Optimization using Moreau-Yosida Regularization. - Sauptik Dhar; Unmesh Kurup; Mohak Shah (CoRR, 2020)

DOC3-Deep One Class Classification using Contradictions. - Sauptik Dhar; Bernardo Gonzalez Torres (CoRR, 2021)

Evolving GANs: When Contradictions Turn into Compliance. - Sauptik Dhar; Javad Heydari; Samarth Tripathi; Unmesh Kurup; Mohak Shah (CoRR, 2021)

A Survey on Proactive Customer Care: Enabling Science and Steps to Realize it. - Viswanath Ganapathy; Sauptik Dhar; Olimpiya Saha; Pelin Kurt Garberson; Javad Heydari; Mohak Shah (CoRR, 2021)

A Survey of On-Device Machine Learning: An Algorithms and Learning Theory Perspective. - Sauptik Dhar; Junyao Guo; Jiayi (Jason) Liu; Samarth Tripathi; Unmesh Kurup; Mohak Shah (ACM Trans. Internet Things, 2021)

DOC3: deep one class classification using contradictions. - Sauptik Dhar; Bernardo Gonzalez Torres (Mach. Learn., 2024)