Zaid J. Towfic

29 papers B 1C 5Misc 4Journal 13Unranked 5

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