Zaid J. Towfic

According to our database, Zaid J. Towfic authored at least 25 papers between 2010 and 2023.

Collaborative distances:

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

2023

Benchmarking Deep Learning Models on Myriad and Snapdragon Processors for Space Applications.

Emily Dunkel, Jason Swope, Alberto Candela, Lauren West, Steve A. Chien, Zaid J. Towfic, Léonie Buckley, Juan Romero-Cañas, José Luis Espinosa-Aranda, Elena Hervas-Martin, Mark R. Fernandez

J. Aerosp. Inf. Syst., 2023

2022

Benchmarking Remote Sensing Image Processing and Analysis on the Snapdragon Processor Onboard the International Space Station.

Jason Swope, Faiz Mirza, Emily Dunkel, Zaid J. Towfic, Steve A. Chien, Damon Russell, Joe Sauvageau, Doug Sheldon, Mark R. Fernandez, Carrie Knox

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Benchmarking Deep Learning Inference of Remote Sensing Imagery on the Qualcomm Snapdragon And Intel Movidius Myriad X Processors Onboard the International Space Station.

Emily Dunkel, Jason Swope, Zaid J. Towfic, Steve A. Chien, Damon Russell, Joseph Sauvageau, Douglas Sheldon, Juan Romero-Cañas, José Luis Espinosa-Aranda, Léonie Buckley, Elena Hervas-Martin, Mark R. Fernandez, Carrie Knox

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

2020

Flood Mapping Using UAVSAR and Convolutional Neural Networks.

Michael Denbina, Zaid J. Towfic, Matthew Thill, Brian D. Bue, Neda Kasraee, Annemarie Peacock, Yunling Lou

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

2016

Excess-Risk of Distributed Stochastic Learners.

Zaid J. Towfic, Jianshu Chen, Ali H. Sayed

IEEE Trans. Inf. Theory, 2016

2015

Stability and Performance Limits of Adaptive Primal-Dual Networks.

Zaid J. Towfic, Ali H. Sayed

IEEE Trans. Signal Process., 2015

Dictionary Learning Over Distributed Models.

Jianshu Chen, Zaid J. Towfic, Ali H. Sayed

IEEE Trans. Signal Process., 2015

Distributed primal strategies outperform primal-dual strategies over adaptive networks.

Zaid J. Towfic, Ali H. Sayed

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

2014

Online Learning Over Networks.

Zaid J. Towfic

PhD thesis, 2014

Adaptive Penalty-Based Distributed Stochastic Convex Optimization.

Zaid J. Towfic, Ali H. Sayed

IEEE Trans. Signal Process., 2014

Dictionary learning over large distributed models via dual-ADMM strategies.

Zaid J. Towfic, Jianshu Chen, Ali H. Sayed

Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2014

Online dictionary learning over distributed models.

Jianshu Chen, Zaid J. Towfic, Ali H. Sayed

Proceedings of the IEEE International Conference on Acoustics, 2014

2013

Diffusion Strategies for Adaptation and Learning over Networks: An Examination of Distributed Strategies and Network Behavior.

Ali H. Sayed, Sheng-Yuan Tu, Jianshu Chen, Xiaochuan Zhao, Zaid J. Towfic

IEEE Signal Process. Mag., 2013

On distributed online classification in the midst of concept drifts.

Zaid J. Towfic, Jianshu Chen, Ali H. Sayed

Neurocomputing, 2013

Excess-Risk Analysis of Distributed Stochastic Learners

Zaid J. Towfic, Jianshu Chen, Ali H. Sayed

CoRR, 2013

Distributed inference over regression and classification models.

Zaid J. Towfic, Jianshu Chen, Ali H. Sayed

Proceedings of the IEEE International Conference on Acoustics, 2013

Adaptive stochastic convex optimization over networks.

Zaid J. Towfic, Ali H. Sayed

Proceedings of the 51st Annual Allerton Conference on Communication, 2013

A neuron as a signal processing device.

Tao Hu, Zaid J. Towfic, Cengiz Pehlevan, Alex V. Genkin, Dmitri B. Chklovskii

Proceedings of the 2013 Asilomar Conference on Signals, 2013

2012

Clock Jitter Compensation in High-Rate ADC Circuits.

Zaid J. Towfic, Shang-Kee Ting, Ali H. Sayed

IEEE Trans. Signal Process., 2012

On the generalization ability of distributed online learners.

Zaid J. Towfic, Jianshu Chen, Ali H. Sayed

Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2012

Distributed throughput optimization over P2P mesh networks using diffusion adaptation.

Zaid J. Towfic, Jianshu Chen, Ali H. Sayed

Proceedings of IEEE International Conference on Communications, 2012

Distributed learning via Diffusion adaptation with application to ensemble learning.

Zaid J. Towfic, Jianshu Chen, Ali H. Sayed

Proceedings of the 20th European Symposium on Artificial Neural Networks, 2012

2011

Collaborative learning of mixture models using diffusion adaptation.

Zaid J. Towfic, Jianshu Chen, Ali H. Sayed

Proceedings of the 2011 IEEE International Workshop on Machine Learning for Signal Processing, 2011

Clock jitter estimation in noise.

Zaid J. Towfic, Ali H. Sayed

Proceedings of the International Symposium on Circuits and Systems (ISCAS 2011), 2011

2010

Sampling clock jitter estimation and compensation in ADC circuits.

Zaid J. Towfic, Shang-Kee Ting, Ali H. Sayed

Proceedings of the International Symposium on Circuits and Systems (ISCAS 2010), May 30, 2010