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2020 – today
- 2023
[j8]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): 660-674 (2023)- 2022
- [c15]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:
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: 5301-5304 - [c14]Jason Swope, Faiz Mirza, Emily Dunkel, Zaid J. Towfic, Steve A. Chien, Damon Russell, Joe Sauvageau, Doug Sheldon, Mark R. Fernandez, Carrie Knox:
Benchmarking Remote Sensing Image Processing and Analysis on the Snapdragon Processor Onboard the International Space Station. IGARSS 2022: 5305-5308 - 2020
- [c13]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: 3247-3250
2010 – 2019
- 2016
- [j7]Zaid J. Towfic, Jianshu Chen, Ali H. Sayed:
Excess-Risk of Distributed Stochastic Learners. IEEE Trans. Inf. Theory 62(10): 5753-5785 (2016) - 2015
- [j6]Jianshu Chen, Zaid J. Towfic, Ali H. Sayed:
Dictionary Learning Over Distributed Models. IEEE Trans. Signal Process. 63(4): 1001-1016 (2015) - [j5]Zaid J. Towfic, Ali H. Sayed:
Stability and Performance Limits of Adaptive Primal-Dual Networks. IEEE Trans. Signal Process. 63(11): 2888-2903 (2015) - [c12]Zaid J. Towfic, Ali H. Sayed:
Distributed primal strategies outperform primal-dual strategies over adaptive networks. ICASSP 2015: 3497-3501 - 2014
- [b1]Zaid J. Towfic:
Online Learning Over Networks. University of California, Los Angeles, USA, 2014 - [j4]Zaid J. Towfic, Ali H. Sayed:
Adaptive Penalty-Based Distributed Stochastic Convex Optimization. IEEE Trans. Signal Process. 62(15): 3924-3938 (2014) - [c11]Jianshu Chen, Zaid J. Towfic, Ali H. Sayed:
Online dictionary learning over distributed models. ICASSP 2014: 3874-3878 - [c10]Zaid J. Towfic, Jianshu Chen, Ali H. Sayed:
Dictionary learning over large distributed models via dual-ADMM strategies. MLSP 2014: 1-6 - [i5]Jianshu Chen, Zaid J. Towfic, Ali H. Sayed:
Dictionary Learning over Distributed Models. CoRR abs/1402.1515 (2014) - [i4]Zaid J. Towfic, Ali H. Sayed:
Stability and Performance Limits of Adaptive Primal-Dual Networks. CoRR abs/1408.3693 (2014) - 2013
- [j3]Zaid J. Towfic, Jianshu Chen, Ali H. Sayed:
On distributed online classification in the midst of concept drifts. Neurocomputing 112: 138-152 (2013) - [j2]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): 155-171 (2013) - [c9]Tao Hu, Zaid J. Towfic, Cengiz Pehlevan, Alex V. Genkin, Dmitri B. Chklovskii:
A neuron as a signal processing device. ACSSC 2013: 362-366 - [c8]Zaid J. Towfic, Ali H. Sayed:
Adaptive stochastic convex optimization over networks. Allerton 2013: 1272-1277 - [c7]Zaid J. Towfic, Jianshu Chen, Ali H. Sayed:
Distributed inference over regression and classification models. ICASSP 2013: 5406-5410 - [i3]Zaid J. Towfic, Jianshu Chen, Ali H. Sayed:
On Distributed Online Classification in the Midst of Concept Drifts. CoRR abs/1301.0047 (2013) - [i2]Zaid J. Towfic, Jianshu Chen, Ali H. Sayed:
Excess-Risk Analysis of Distributed Stochastic Learners. CoRR abs/1302.1157 (2013) - [i1]Zaid J. Towfic, Ali H. Sayed:
Adaptive Penalty-Based Distributed Stochastic Convex Optimization. CoRR abs/1312.4415 (2013) - 2012
- [j1]Zaid J. Towfic, Shang-Kee Ting, Ali H. Sayed:
Clock Jitter Compensation in High-Rate ADC Circuits. IEEE Trans. Signal Process. 60(11): 5738-5753 (2012) - [c6]Zaid J. Towfic, Jianshu Chen, Ali H. Sayed:
Distributed learning via Diffusion adaptation with application to ensemble learning. ESANN 2012 - [c5]Zaid J. Towfic, Jianshu Chen, Ali H. Sayed:
Distributed throughput optimization over P2P mesh networks using diffusion adaptation. ICC 2012: 648-652 - [c4]Zaid J. Towfic, Jianshu Chen, Ali H. Sayed:
On the generalization ability of distributed online learners. MLSP 2012: 1-6 - 2011
- [c3]Zaid J. Towfic, Ali H. Sayed:
Clock jitter estimation in noise. ISCAS 2011: 1251-1254 - [c2]Zaid J. Towfic, Jianshu Chen, Ali H. Sayed:
Collaborative learning of mixture models using diffusion adaptation. MLSP 2011: 1-6 - 2010
- [c1]Zaid J. Towfic, Shang-Kee Ting, Ali H. Sayed:
Sampling clock jitter estimation and compensation in ADC circuits. ISCAS 2010: 829-832
Coauthor Index
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