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Fatemeh Sheikholeslami
Fatemeh Sheikholeslami
Verified email at umn.edu - Homepage
Title
Cited by
Cited by
Year
Optimal and scalable caching for 5G using reinforcement learning of space-time popularities
A Sadeghi, F Sheikholeslami, GB Giannakis
IEEE Journal of Selected Topics in Signal Processing 12 (1), 180-190, 2017
2592017
Optimal probabilistic initial and target channel selection for spectrum handoff in cognitive radio networks
F Sheikholeslami, M Nasiri-Kenari, F Ashtiani
IEEE Transactions on Wireless Communications 14 (1), 570-584, 2014
672014
Reinforcement learning for adaptive caching with dynamic storage pricing
A Sadeghi, F Sheikholeslami, AG Marques, GB Giannakis
IEEE Journal on Selected Areas in Communications 37 (10), 2267-2281, 2019
502019
Distributed multiuser sequential channel sensing schemes in multichannel cognitive radio networks
H Shokri-Ghadikolaei, F Sheikholeslami, M Nasiri-Kenari
IEEE Transactions on Wireless Communications 12 (5), 2055-2067, 2013
282013
Provably robust classification of adversarial examples with detection
F Sheikholeslami, A Lotfi, JZ Kolter
International Conference on Learning Representations, 2020
252020
Minimum uncertainty based detection of adversaries in deep neural networks
F Sheikholeslami, S Jain, GB Giannakis
2020 Information Theory and Applications Workshop (ITA), 1-16, 2020
252020
Identification of overlapping communities via constrained egonet tensor decomposition
F Sheikholeslami, GB Giannakis
IEEE Transactions on Signal Processing 66 (21), 5730-5745, 2018
222018
Large-scale kernel-based feature extraction via low-rank subspace tracking on a budget
F Sheikholeslami, D Berberidis, GB Giannakis
IEEE Transactions on Signal Processing 66 (8), 1967-1981, 2018
172018
Egonet tensor decomposition for community identification
F Sheikholeslami, B Baingana, GB Giannakis, ND Sidiropoulos
2016 IEEE Global Conference on Signal and Information Processing (GlobalSIP …, 2016
172016
Optimal dynamic proactive caching via reinforcement learning
A Sadeghi, F Sheikholeslami, GB Giannakis
2018 IEEE 19th international workshop on signal processing advances in …, 2018
112018
Overlapping community detection via constrained parafac: A divide and conquer approach
F Sheikholeslami, GB Giannakis
2017 IEEE International Conference on Data Mining (ICDM), 127-136, 2017
102017
Kernel-based low-rank feature extraction on a budget for big data streams
F Sheikholeslami, D Berberidis, GB Giannakis
2015 IEEE Global Conference on Signal and Information Processing (GlobalSIP …, 2015
102015
Certified robustness against adversarial patch attacks via randomized cropping
WY Lin, F Sheikholeslami, L Rice, JZ Kolter
ICML 2021 Workshop on Adversarial Machine Learning, 2021
72021
Efficient randomized defense against adversarial attacks in deep convolutional neural networks
F Sheikholeslami, S Jain, GB Giannakis
ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019
52019
Reinforcement learning for 5G caching with dynamic cost
A Sadeghi, F Sheikholeslami, AG Matrques, GB Giannakis
2018 IEEE International Conference on Acoustics, Speech and Signal …, 2018
52018
Improving adversarial robustness via joint classification and multiple explicit detection classes
S Baharlouei, F Sheikholeslami, M Razaviyayn, Z Kolter
International Conference on Artificial Intelligence and Statistics, 11059-11078, 2023
42023
jinghao shi, Leslie Rice, and J Zico Kolter
WY Lin, F Sheikholeslami
Certified robustness against physically-realizable patch attack via …, 2021
42021
Online subspace learning and nonlinear classification of big data with misses
F Sheikholesalmi, GB Giannakis
2015 49th Annual Conference on Information Sciences and Systems (CISS), 1-6, 2015
42015
Classification of streaming big data with misses
F Sheikholesalmi, M Mardani, GB Giannakis
2014 48th Asilomar Conference on Signals, Systems and Computers, 1051-1055, 2014
42014
You only query once: Effective black box adversarial attacks with minimal repeated queries
D Willmott, AK Sahu, F Sheikholeslami, F Condessa, Z Kolter
arXiv preprint arXiv:2102.00029, 2021
32021
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Articles 1–20