Roman Shterenberg

20 papers B 1Misc 2Journal 10Unranked 7
YearRankTypeTitle / Venue / Authors
2025 J jnl
Measuring Heterogeneity in Machine Learning with Distributed Energy Distance.
CoRR
Mengchen Fan, Baocheng Geng, Roman Shterenberg, Joseph A. Casey, Zhong Chen, Keren Li
2022 B conf
An Information Geometric Perspective to Adversarial Attacks and Defenses.
IJCNN
Kyle Naddeo, Nidhal Bouaynaya, Roman Shterenberg
2021 J jnl
PremiUm-CNN: Propagating Uncertainty Towards Robust Convolutional Neural Networks.
IEEE Trans. Signal Process.
Dimah Dera, Nidhal Carla Bouaynaya, Ghulam Rasool, Roman Shterenberg, Hassan M. Fathallah-Shaykh
2019 J jnl
Constrained particle filtering for movement identification in forearm prosthesis.
Signal Process.
Nesrine Amor, Ghulam Rasool, Nidhal C. Bouaynaya, Roman Shterenberg
2018 J jnl
AKRON: An algorithm for approximating sparse kernel reconstruction.
Signal Process.
Gregory Ditzler, Nidhal Bouaynaya, Roman Shterenberg
2017 J jnl
On the Convergence of Constrained Particle Filters.
IEEE Signal Process. Lett.
Nesrine Amor, Nidhal Bouaynaya, Roman Shterenberg, Souad Chebbi
2017 J jnl
SMURC: High-Dimension Small-Sample Multivariate Regression With Covariance Estimation.
IEEE J. Biomed. Health Informatics
Belhassen Bayar, Nidhal Bouaynaya, Roman Shterenberg
2016 — conf
EEG dynamic source localization using constrained particle filtering.
SSCI
Nesrine Amor, Nidhal Bouaynaya, Petia Georgieva, Roman Shterenberg, Souad Chebbi
2015 Misc conf
Constrained state estimation in particle filters.
ICASSP
Bradley Ebinger, Nidhal Bouaynaya, Robi Polikar, Roman Shterenberg
2014 — conf
Kernel reconstruction: An exact greedy algorithm for compressive sensing.
GlobalSIP
Belhassen Bayar, Nidhal Bouaynaya, Roman Shterenberg
2014 J jnl
Probabilistic Non-Negative Matrix Factorization: Theory and Application to microarray Data Analysis.
J. Bioinform. Comput. Biol.
Belhassen Bayar, Nidhal Bouaynaya, Roman Shterenberg
2013 — conf
Inference of genetic regulatory networks with unknown covariance structure.
GENSiPS
Belhassen Bayar, Nidhal Bouaynaya, Roman Shterenberg
2013 J jnl
Optimal Perturbation Control of General Topology Molecular Networks.
IEEE Trans. Signal Process.
Nidhal Bouaynaya, Roman Shterenberg, Dan Schonfeld
2013 Misc conf
Sparse biologically-constrained optimal perturbation of gene regulatory networks.
ICASSP
Haoyu Wang, Nidhal Bouaynaya, Roman Shterenberg, Dan Schonfeld
2012 J jnl
Methods for Optimal Intervention in Gene Regulatory Networks [Applications Corner].
IEEE Signal Process. Mag.
Nidhal Bouaynaya, Roman Shterenberg, Dan Schonfeld
2011 — conf
Clustering gene expression data using probabilistic non-negative matrix factorization.
GENSiPS
Belhassen Bayar, Nidhal Bouaynaya, Roman Shterenberg
2011 — conf
Intervention in general topology gene regulatory networks.
GENSiPS
Nidhal Bouaynaya, Mohammed Rasheed, Roman Shterenberg, Dan Schonfeld
2011 J jnl
Inverse perturbation for optimal intervention in gene regulatory networks.
Bioinform.
Nidhal Bouaynaya, Roman Shterenberg, Dan Schonfeld
2011 — conf
Robustness of inverse perturbation for discrete event control.
EMBC
Nidhal Bouaynaya, Roman Shterenberg, Dan Schonfeld
2010 — conf
Optimal perturbation control of gene regulatory networks.
GENSiPS
Nidhal Bouaynaya, Roman Shterenberg, Dan Schonfeld