On Low Complexity ML Decoder for Quaternion Orthogonal Designs

Erum Mushtaq , Sajid Ali , Syed Ali Hassan
IEEE Communications Letters 21 ( 5) 1087 -1090

6
2017
Novel construction methods of quaternion orthogonal designs based on complex orthogonal designs

Erum Mushtaq , Sajid Ali , Syed Ali Hassan
2017 IEEE International Symposium on Information Theory (ISIT) 973 -977

2
2017
SDNs, Clouds, and Big Data: New Opportunities

Junaid Qadir , Nauman Ahad , Erum Mushtaq , Muhammad Bilal
frontiers of information technology 28 -33

14
2014
Ssfl: Tackling label deficiency in federated learning via personalized self-supervision

Chaoyang He , Zhengyu Yang , Erum Mushtaq , Sunwoo Lee
arXiv preprint arXiv:2110.02470

14
2021
FLamby: Datasets and Benchmarks for Cross-Silo Federated Learning in Realistic Healthcare Settings

Jean Ogier du Terrail , Samy-Safwan Ayed , Edwige Cyffers , Felix Grimberg
NeurIPS 2022 Track Datasets and Benchmarks

71
2022
Fednas: Federated deep learning via neural architecture search

Chaoyang He , Erum Mushtaq , Jie Ding , Salman Avestimehr

88
2021
Federated alternate training (FAT): Leveraging unannotated data silos in federated segmentation for medical imaging

Erum Mushtaq , Yavuz Faruk Bakman , Jie Ding , Salman Avestimehr
2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI) 1 -5

5
2023
What if kidney tumor segmentation challenge (kits19) never happened

Erum Mushtaq , Jie Ding , Salman Avestimehr
2022 21st IEEE International Conference on Machine Learning and Applications (ICMLA) 1740 -1747

2
2022
Federated Learning for Clients’ Data Privacy Assurance in Food Service Industry

Hamed Taheri Gorji , Mahdi Saeedi , Erum Mushtaq , Hossein Kashani Zadeh
Applied Sciences 13 ( 16) 9330 -9330

2023
Spider: Searching personalized neural architecture for federated learning

Erum Mushtaq , Chaoyang He , Jie Ding , Salman Avestimehr
arXiv preprint arXiv:2112.13939

19
2021
An ensemble approach to automatic brain tumor segmentation

Yaying Shi , Christian Micklisch , Erum Mushtaq , Salman Avestimehr
Springer International Publishing 138 -148

6
2021
On decoupled decoding of quasi-orthogonal STBCs using quaternion algebra

Erum Mushtaq , Sajid Ali , Syed Ali Hassan
IEEE Systems Journal 13 ( 2) 1580 -1586

10
2018
Efficient Quatenion-Based Fast-Decodable Space Time Codes

Erum Mushtaq , Sajid Ali , Syed Ali Hassan
European Wireless 2018; 24th European Wireless Conference 1 -6

3
2018
CroMo-Mixup: Augmenting Cross-Model Representations for Continual Self-Supervised Learning

Erum Mushtaq , Duygu Nur Yaldiz , Yavuz Faruk Bakman , Jie Ding
arXiv preprint arXiv:2407.12188

2024
Distributed Architecture Search Over Heterogeneous Distributions

Erum Mushtaq , Chaoyang He , Jie Ding , Salman Avestimehr
Transactions on Machine Learning Research

Space Time Coding using Quaternion Algebra

Erum Mushtaq
Department of Electrical Engineering A thesis submitted in partial fulfillment of the requirements for the degree of Masters of Science in Electrical Engineering (MS EE) In School of Electrical Engineering and Computer Science, National University of Sciences and Technology

2017
Fednas: Federated deep learning via neural architecture search (2020)

Chaoyang He , E Mushtaq , J Ding , S Avestimehr
arXiv preprint arXiv:2004.08546

5