Roman Shterenberg

Publication Activity (10 Years)

Years Active: 2010-2022
Publications (10 Years): 7

Top Topics

Particle Filter

State Estimation

Negative Matrix Factorization

Genetic Regulatory Networks

Top Venues

IEEE Trans. Signal Process.

Signal Process.

IEEE Signal Process. Lett.

Publications

Kyle Naddeo, Nidhal Bouaynaya, Roman Shterenberg
An Information Geometric Perspective to Adversarial Attacks and Defenses. IJCNN (2022)
Dimah Dera, Nidhal Carla Bouaynaya, Ghulam Rasool, Roman Shterenberg, Hassan M. Fathallah-Shaykh
PremiUm-CNN: Propagating Uncertainty Towards Robust Convolutional Neural Networks. IEEE Trans. Signal Process. 69 (2021)
Nesrine Amor, Ghulam Rasool, Nidhal C. Bouaynaya, Roman Shterenberg
Constrained particle filtering for movement identification in forearm prosthesis. Signal Process. 161 (2019)
Gregory Ditzler, Nidhal Bouaynaya, Roman Shterenberg
AKRON: An algorithm for approximating sparse kernel reconstruction. Signal Process. 144 (2018)
Nesrine Amor, Nidhal Bouaynaya, Roman Shterenberg, Souad Chebbi
On the Convergence of Constrained Particle Filters. IEEE Signal Process. Lett. 24 (6) (2017)
Belhassen Bayar, Nidhal Bouaynaya, Roman Shterenberg
SMURC: High-Dimension Small-Sample Multivariate Regression With Covariance Estimation. IEEE J. Biomed. Health Informatics 21 (2) (2017)
Nesrine Amor, Nidhal Bouaynaya, Petia Georgieva, Roman Shterenberg, Souad Chebbi
EEG dynamic source localization using constrained particle filtering. SSCI (2016)
Bradley Ebinger, Nidhal Bouaynaya, Robi Polikar, Roman Shterenberg
Constrained state estimation in particle filters. ICASSP (2015)
Belhassen Bayar, Nidhal Bouaynaya, Roman Shterenberg
Probabilistic Non-Negative Matrix Factorization: Theory and Application to microarray Data Analysis. J. Bioinform. Comput. Biol. 12 (1) (2014)
Belhassen Bayar, Nidhal Bouaynaya, Roman Shterenberg
Kernel reconstruction: An exact greedy algorithm for compressive sensing. GlobalSIP (2014)
Nidhal Bouaynaya, Roman Shterenberg, Dan Schonfeld
Optimal Perturbation Control of General Topology Molecular Networks. IEEE Trans. Signal Process. 61 (7) (2013)
Haoyu Wang, Nidhal Bouaynaya, Roman Shterenberg, Dan Schonfeld
Sparse biologically-constrained optimal perturbation of gene regulatory networks. ICASSP (2013)
Belhassen Bayar, Nidhal Bouaynaya, Roman Shterenberg
Inference of genetic regulatory networks with unknown covariance structure. GENSiPS (2013)
Nidhal Bouaynaya, Roman Shterenberg, Dan Schonfeld
Methods for Optimal Intervention in Gene Regulatory Networks [Applications Corner]. IEEE Signal Process. Mag. 29 (1) (2012)
Nidhal Bouaynaya, Roman Shterenberg, Dan Schonfeld
Robustness of inverse perturbation for discrete event control. EMBC (2011)
Nidhal Bouaynaya, Roman Shterenberg, Dan Schonfeld
Inverse perturbation for optimal intervention in gene regulatory networks. Bioinform. 27 (1) (2011)
Belhassen Bayar, Nidhal Bouaynaya, Roman Shterenberg
Clustering gene expression data using probabilistic non-negative matrix factorization. GENSiPS (2011)
Nidhal Bouaynaya, Mohammed Rasheed, Roman Shterenberg, Dan Schonfeld
Intervention in general topology gene regulatory networks. GENSiPS (2011)
Nidhal Bouaynaya, Roman Shterenberg, Dan Schonfeld
Optimal perturbation control of gene regulatory networks. GENSiPS (2010)