Zaid J. Towfic

Publication Activity (10 Years)

Years Active: 2010-2023
Publications (10 Years): 5

Top Topics

Remote Sensing Imagery

Dictionary Learning

Top Venues

IEEE Trans. Signal Process.

Publications

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
Benchmarking Deep Learning Models on Myriad and Snapdragon Processors for Space Applications. J. Aerosp. Inf. Syst. 20 (10) (2023)
Jason Swope, Faiz Mirza, Emily Dunkel, Zaid J. Towfic, Steve Chien, Damon Russell, Joe Sauvageau, Doug Sheldon, Mark Fernandez, Carrie Knox
Benchmarking Remote Sensing Image Processing and Analysis on the Snapdragon Processor Onboard the International Space Station. IGARSS (2022)
Emily Dunkel, Jason Swope, Zaid J. Towfic, Steve Chien, Damon Russell, Joseph Sauvageau, Douglas Sheldon, Juan Romero-Cañas, José Luis Espinosa-Aranda, Léonie Buckley, Elena Hervas-Martin, Mark Fernandez, Carrie Knox
Benchmarking Deep Learning Inference of Remote Sensing Imagery on the Qualcomm Snapdragon And Intel Movidius Myriad X Processors Onboard the International Space Station. IGARSS (2022)
Michael Denbina, Zaid J. Towfic, Matthew Thill, Brian D. Bue, Neda Kasraee, Annemarie Peacock, Yunling Lou
Flood Mapping Using UAVSAR and Convolutional Neural Networks. IGARSS (2020)
Zaid J. Towfic, Jianshu Chen, Ali H. Sayed
Excess-Risk of Distributed Stochastic Learners. IEEE Trans. Inf. Theory 62 (10) (2016)
Zaid J. Towfic, Ali H. Sayed
Stability and Performance Limits of Adaptive Primal-Dual Networks. IEEE Trans. Signal Process. 63 (11) (2015)
Jianshu Chen, Zaid J. Towfic, Ali H. Sayed
Dictionary Learning Over Distributed Models. IEEE Trans. Signal Process. 63 (4) (2015)
Zaid J. Towfic, Ali H. Sayed
Distributed primal strategies outperform primal-dual strategies over adaptive networks. ICASSP (2015)
Zaid J. Towfic, Jianshu Chen, Ali H. Sayed
Dictionary learning over large distributed models via dual-ADMM strategies. MLSP (2014)
Zaid J. Towfic, Ali H. Sayed
Adaptive Penalty-Based Distributed Stochastic Convex Optimization. IEEE Trans. Signal Process. 62 (15) (2014)
Zaid J. Towfic, Ali H. Sayed
Stability and Performance Limits of Adaptive Primal-Dual Networks. CoRR (2014)
Jianshu Chen, Zaid J. Towfic, Ali H. Sayed
Online dictionary learning over distributed models. ICASSP (2014)
Jianshu Chen, Zaid J. Towfic, Ali H. Sayed
Dictionary Learning over Distributed Models. CoRR (2014)
Zaid J. Towfic, Ali H. Sayed
Adaptive stochastic convex optimization over networks. Allerton (2013)
Zaid J. Towfic, Jianshu Chen, Ali H. Sayed
On distributed online classification in the midst of concept drifts. Neurocomputing 112 (2013)
Tao Hu, Zaid J. Towfic, Cengiz Pehlevan, Alex V. Genkin, Dmitri B. Chklovskii
A neuron as a signal processing device. ACSSC (2013)
Zaid J. Towfic, Jianshu Chen, Ali H. Sayed
Excess-Risk Analysis of Distributed Stochastic Learners CoRR (2013)
Zaid J. Towfic, Ali H. Sayed
Adaptive Penalty-Based Distributed Stochastic Convex Optimization. CoRR (2013)
Zaid J. Towfic, Jianshu Chen, Ali H. Sayed
Distributed inference over regression and classification models. ICASSP (2013)
Ali H. Sayed, Sheng-Yuan Tu, Jianshu Chen, Xiaochuan Zhao, Zaid J. Towfic
Diffusion Strategies for Adaptation and Learning over Networks: An Examination of Distributed Strategies and Network Behavior. IEEE Signal Process. Mag. 30 (3) (2013)
Zaid J. Towfic, Jianshu Chen, Ali H. Sayed
On Distributed Online Classification in the Midst of Concept Drifts CoRR (2013)
Zaid J. Towfic, Jianshu Chen, Ali H. Sayed
Distributed throughput optimization over P2P mesh networks using diffusion adaptation. ICC (2012)
Zaid J. Towfic, Shang-Kee Ting, Ali H. Sayed
Clock Jitter Compensation in High-Rate ADC Circuits. IEEE Trans. Signal Process. 60 (11) (2012)
Zaid J. Towfic, Jianshu Chen, Ali H. Sayed
Distributed learning via Diffusion adaptation with application to ensemble learning. ESANN (2012)
Zaid J. Towfic, Jianshu Chen, Ali H. Sayed
On the generalization ability of distributed online learners. MLSP (2012)
Zaid J. Towfic, Jianshu Chen, Ali H. Sayed
Collaborative learning of mixture models using diffusion adaptation. MLSP (2011)
Zaid J. Towfic, Ali H. Sayed
Clock jitter estimation in noise. ISCAS (2011)
Zaid J. Towfic, Shang-Kee Ting, Ali H. Sayed
Sampling clock jitter estimation and compensation in ADC circuits. ISCAS (2010)