Roman Shterenberg

According to our database, Roman Shterenberg authored at least 19 papers between 2010 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

An Information Geometric Perspective to Adversarial Attacks and Defenses.

Kyle Naddeo, Nidhal Bouaynaya, Roman Shterenberg

Proceedings of the International Joint Conference on Neural Networks, 2022

2021

PremiUm-CNN: Propagating Uncertainty Towards Robust Convolutional Neural Networks.

Dimah Dera, Nidhal Carla Bouaynaya, Ghulam Rasool, Roman Shterenberg, Hassan M. Fathallah-Shaykh

IEEE Trans. Signal Process., 2021

2019

Constrained particle filtering for movement identification in forearm prosthesis.

Nesrine Amor, Ghulam Rasool, Nidhal C. Bouaynaya, Roman Shterenberg

Signal Process., 2019

2018

AKRON: An algorithm for approximating sparse kernel reconstruction.

Gregory Ditzler, Nidhal Bouaynaya, Roman Shterenberg

Signal Process., 2018

2017

SMURC: High-Dimension Small-Sample Multivariate Regression With Covariance Estimation.

Belhassen Bayar, Nidhal Bouaynaya, Roman Shterenberg

IEEE J. Biomed. Health Informatics, 2017

On the Convergence of Constrained Particle Filters.

Nesrine Amor, Nidhal Bouaynaya, Roman Shterenberg, Souad Chebbi

IEEE Signal Process. Lett., 2017

2016

EEG dynamic source localization using constrained particle filtering.

Nesrine Amor, Nidhal Bouaynaya, Petia Georgieva, Roman Shterenberg, Souad Chebbi

Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

2015

Constrained state estimation in particle filters.

Bradley Ebinger, Nidhal Bouaynaya, Robi Polikar, Roman Shterenberg

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

2014

Probabilistic Non-Negative Matrix Factorization: Theory and Application to microarray Data Analysis.

Belhassen Bayar, Nidhal Bouaynaya, Roman Shterenberg

J. Bioinform. Comput. Biol., 2014

Kernel reconstruction: An exact greedy algorithm for compressive sensing.

Belhassen Bayar, Nidhal Bouaynaya, Roman Shterenberg

Proceedings of the 2014 IEEE Global Conference on Signal and Information Processing, 2014

2013

Optimal Perturbation Control of General Topology Molecular Networks.

Nidhal Bouaynaya, Roman Shterenberg, Dan Schonfeld

IEEE Trans. Signal Process., 2013

Sparse biologically-constrained optimal perturbation of gene regulatory networks.

Haoyu Wang, Nidhal Bouaynaya, Roman Shterenberg, Dan Schonfeld

Proceedings of the IEEE International Conference on Acoustics, 2013

Inference of genetic regulatory networks with unknown covariance structure.

Belhassen Bayar, Nidhal Bouaynaya, Roman Shterenberg

Proceedings of the 2013 IEEE International Workshop on Genomic Signal Processing and Statistics, 2013

2012

Methods for Optimal Intervention in Gene Regulatory Networks [Applications Corner].

Nidhal Bouaynaya, Roman Shterenberg, Dan Schonfeld

IEEE Signal Process. Mag., 2012

2011

Inverse perturbation for optimal intervention in gene regulatory networks.

Nidhal Bouaynaya, Roman Shterenberg, Dan Schonfeld

Bioinform., 2011

Intervention in general topology gene regulatory networks.

Nidhal Bouaynaya, Mohammed Rasheed, Roman Shterenberg, Dan Schonfeld

Proceedings of the 2011 IEEE International Workshop on Genomic Signal Processing and Statistics, 2011

Clustering gene expression data using probabilistic non-negative matrix factorization.

Belhassen Bayar, Nidhal Bouaynaya, Roman Shterenberg

Proceedings of the 2011 IEEE International Workshop on Genomic Signal Processing and Statistics, 2011

Robustness of inverse perturbation for discrete event control.

Nidhal Bouaynaya, Roman Shterenberg, Dan Schonfeld

Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

2010

Optimal perturbation control of gene regulatory networks.

Nidhal Bouaynaya, Roman Shterenberg, Dan Schonfeld

Proceedings of the 2010 IEEE International Workshop on Genomic Signal Processing and Statistics, 2010