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Phuong Nguyen

University of Maryland, Baltimore County

SPATL: Salient Parameter Aggregation and Transfer Learning for Heterogeneous Clients in Federated Learning

Nov 29, 2021
Sixing Yu, Phuong Nguyen, Waqwoya Abebe, Ali Anwar, Ali Jannesari

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CCS-GAN: COVID-19 CT-scan classification with very few positive training images

Oct 01, 2021
Sumeet Menon, Jayalakshmi Mangalagiri, Josh Galita, Michael Morris, Babak Saboury, Yaacov Yesha, Yelena Yesha, Phuong Nguyen, Aryya Gangopadhyay, David Chapman

* 10 pages, 9 figures, 1 table, submitted to IEEE Transactions on Medical Imaging 

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Tolerating Adversarial Attacks and Byzantine Faults in Distributed Machine Learning

Sep 05, 2021
Yusen Wu, Hao Chen, Xin Wang, Chao Liu, Phuong Nguyen, Yelena Yesha

* 10 pages, 4 figures, conference 

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Adaptive Dynamic Pruning for Non-IID Federated Learning

Jun 13, 2021
Sixing Yu, Phuong Nguyen, Ali Anwar, Ali Jannesari

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Toward Generating Synthetic CT Volumes using a 3D-Conditional Generative Adversarial Network

Apr 02, 2021
Jayalakshmi Mangalagiri, David Chapman, Aryya Gangopadhyay, Yaacov Yesha, Joshua Galita, Sumeet Menon, Yelena Yesha, Babak Saboury, Michael Morris, Phuong Nguyen

* It is a short paper accepted in CSCI 2020 conference and is accepted to publication in the IEEE CPS proceedings 

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Lung Nodule Classification Using Biomarkers, Volumetric Radiomics and 3D CNNs

Oct 19, 2020
Kushal Mehta, Arshita Jain, Jayalakshmi Mangalagiri, Sumeet Menon, Phuong Nguyen, David R. Chapman

* This paper has been submitted to the Journal of Digital Imaging (JDI 2020). The poster of this paper has received the 2nd prize for the Research Poster Award. Link: 

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Deep Expectation-Maximization for Semi-Supervised Lung Cancer Screening

Oct 02, 2020
Sumeet Menon, David Chapman, Phuong Nguyen, Yelena Yesha, Michael Morris, Babak Saboury

* This paper has been accepted at the ACM SIGKDD Workshop DCCL 2019. 

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Generating Realistic COVID19 X-rays with a Mean Teacher + Transfer Learning GAN

Sep 26, 2020
Sumeet Menon, Joshua Galita, David Chapman, Aryya Gangopadhyay, Jayalakshmi Mangalagiri, Phuong Nguyen, Yaacov Yesha, Yelena Yesha, Babak Saboury, Michael Morris

* 10 pages, 11 figures, 2 tables; Submitted to IEEE BigData 2020 conference 

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DAC-h3: A Proactive Robot Cognitive Architecture to Acquire and Express Knowledge About the World and the Self

Sep 18, 2017
Clément Moulin-Frier, Tobias Fischer, Maxime Petit, Grégoire Pointeau, Jordi-Ysard Puigbo, Ugo Pattacini, Sock Ching Low, Daniel Camilleri, Phuong Nguyen, Matej Hoffmann, Hyung Jin Chang, Martina Zambelli, Anne-Laure Mealier, Andreas Damianou, Giorgio Metta, Tony J. Prescott, Yiannis Demiris, Peter Ford Dominey, Paul F. M. J. Verschure

* IEEE Transactions on Cognitive and Developmental Systems (2017) 
* Preprint version; final version available at IEEE Transactions on Cognitive and Developmental Systems (Accepted) DOI: 10.1109/TCDS.2017.2754143 

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Optimal Regret Bounds for Selecting the State Representation in Reinforcement Learning

Mar 18, 2013
Odalric-Ambrym Maillard, Phuong Nguyen, Ronald Ortner, Daniil Ryabko

* In Proceedings of ICML, JMLR W&CP 28(1):543-551, 2013 

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Feature Reinforcement Learning In Practice

Aug 18, 2011
Phuong Nguyen, Peter Sunehag, Marcus Hutter

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