Enhancement of Coupled Multichannel Images Using Sparsity Constraints. - Naveen Ramakrishnan; Emre Ertin; Randolph L. Moses (IEEE Trans. Image Process., 2010)

Gossip-Based Algorithm for Joint Signature Estimation and Node Calibration in Sensor Networks. - Naveen Ramakrishnan; Emre Ertin; Randolph L. Moses (IEEE J. Sel. Top. Signal Process., 2011)

A fast proximal method for convolutional sparse coding. - Rakesh Chalasani; José C. Príncipe; Naveen Ramakrishnan (IJCNN, 2013)

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

Distributed dynamic elastic nets: A scalable approach for regularization in dynamic manufacturing environments. - Naveen Ramakrishnan; Rumi Ghosh (IEEE BigData, 2015)

Comparative Study of Caffe, Neon, Theano, and Torch for Deep Learning. - Soheil Bahrampour; Naveen Ramakrishnan; Lukas Schott; Mohak Shah (CoRR, 2015)

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

Deep Symbolic Representation Learning for Heterogeneous Time-series Classification. - Shengdong Zhang; Soheil Bahrampour; Naveen Ramakrishnan; Mohak Shah (CoRR, 2016)

Deep learning on symbolic representations for large-scale heterogeneous time-series event prediction. - Shengdong Zhang; Soheil Bahrampour; Naveen Ramakrishnan; Lukas Schott; Mohak Shah (ICASSP, 2017)

Distributed NoSQL Data Stores: Performance Analysis and a Case Study. - Abdeltawab M. Hendawi; Jayant Gupta; Jiayi Liu 002; Ankur Teredesai; Naveen Ramakrishnan; Mohak Shah; Mohamed H. Ali (IEEE BigData, 2018)

Benchmarking large-scale data management for Internet of Things. - Abdeltawab M. Hendawi; Jayant Gupta; Jiayi Liu 002; Ankur Teredesai; Naveen Ramakrishnan; Mohak Shah; Shaker H. Ali El-Sappagh; Kyung-Sup Kwak; Mohamed H. Ali (J. Supercomput., 2019)

PseudoProp: Robust Pseudo-Label Generation for Semi-Supervised Object Detection in Autonomous Driving Systems. - Shu Hu 001; Chun-Hao Liu; Jayanta Dutta; Ming-Ching Chang; Siwei Lyu; Naveen Ramakrishnan (CVPR Workshops, 2022)

Minutiae-Guided Fingerprint Embeddings via Vision Transformers. - Steven A. Grosz; Joshua J. Engelsma; Rajeev Ranjan; Naveen Ramakrishnan; Manoj Aggarwal; Gerard Medioni; Anil K. Jain 001 (CoRR, 2022)

Robust Partial Fingerprint Recognition. - Yufei Zhang 017; Rui Zhao; Ziyi Zhao; Naveen Ramakrishnan; Manoj Aggarwal; Gerard Medioni; Qiang Ji (CVPR Workshops, 2023)