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ORCIDFatemeh Sheikholeslami
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- affiliation: University of Minnesota, USA
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2020 – today
- 2023
[c16]Sarthak Ahuja, Mohammad Kachuee, Fatemeh Sheikholeslami, Weiqing Liu, Jaeyoung Do:
Scalable and Safe Remediation of Defective Actions in Self-Learning Conversational Systems. ACL (industry) 2023: 361-367- [c15]Sina Baharlouei, Fatemeh Sheikholeslami, Meisam Razaviyayn, Zico Kolter:
Improving Adversarial Robustness via Joint Classification and Multiple Explicit Detection Classes. AISTATS 2023: 11059-11078 - [i11]Sarthak Ahuja, Mohammad Kachuee, Fatemeh Sheikholeslami, Weiqing Liu, Jaeyoung Do:
Scalable and Safe Remediation of Defective Actions in Self-Learning Conversational Systems. CoRR abs/2305.10528 (2023) - [i10]Ting-Wei Wu, Fatemeh Sheikholeslami, Mohammad Kachuee, Jaeyoung Do, Sungjin Lee:
Data Augmentation for Improving Tail-traffic Robustness in Skill-routing for Dialogue Systems. CoRR abs/2306.04823 (2023) - [i9]Melrose Roderick, Felix Berkenkamp, Fatemeh Sheikholeslami, Zico Kolter:
Generative Posterior Networks for Approximately Bayesian Epistemic Uncertainty Estimation. CoRR abs/2312.17411 (2023) - 2022
- [i8]Sina Baharlouei, Fatemeh Sheikholeslami, Meisam Razaviyayn, Zico Kolter:
Improving Adversarial Robustness via Joint Classification and Multiple Explicit Detection Classes. CoRR abs/2210.14410 (2022) - 2021
- [c14]Fatemeh Sheikholeslami, Ali Lotfi, J. Zico Kolter:
Provably robust classification of adversarial examples with detection. ICLR 2021 - [i7]Devin Willmott, Anit Kumar Sahu, Fatemeh Sheikholeslami, Filipe Condessa, J. Zico Kolter:
You Only Query Once: Effective Black Box Adversarial Attacks with Minimal Repeated Queries. CoRR abs/2102.00029 (2021) - 2020
- [c13]Fatemeh Sheikholeslami, Swayambhoo Jain, Georgios B. Giannakis
:
Minimum Uncertainty Based Detection of Adversaries in Deep Neural Networks. ITA 2020: 1-16 - [i6]Alireza Sadeghi, Georgios B. Giannakis, Gang Wang, Fatemeh Sheikholeslami:
Reinforcement Learning for Caching with Space-Time Popularity Dynamics. CoRR abs/2005.09155 (2020)
2010 – 2019
- 2019
- [j6]Alireza Sadeghi, Fatemeh Sheikholeslami, Antonio G. Marques, Georgios B. Giannakis:
Reinforcement Learning for Adaptive Caching With Dynamic Storage Pricing. IEEE J. Sel. Areas Commun. 37(10): 2267-2281 (2019) - [c12]Fatemeh Sheikholeslami, Georgios B. Giannakis:
Structured Egonet Tensors for Robust Node Embedding. CAMSAP 2019: 465-469 - [c11]Fatemeh Sheikholeslami, Swayambhoo Jain, Georgios B. Giannakis:
Efficient Randomized Defense against Adversarial Attacks in Deep Convolutional Neural Networks. ICASSP 2019: 3277-3281 - [i5]Fatemeh Sheikholeslami, Swayambhoo Jain, Georgios B. Giannakis:
Minimum Uncertainty Based Detection of Adversaries in Deep Neural Networks. CoRR abs/1904.02841 (2019) - 2018
- [j5]Alireza Sadeghi, Fatemeh Sheikholeslami, Georgios B. Giannakis:
Optimal and Scalable Caching for 5G Using Reinforcement Learning of Space-Time Popularities. IEEE J. Sel. Top. Signal Process. 12(1): 180-190 (2018) - [j4]Fatemeh Sheikholeslami, Dimitris Berberidis, Georgios B. Giannakis:
Large-Scale Kernel-Based Feature Extraction via Low-Rank Subspace Tracking on a Budget. IEEE Trans. Signal Process. 66(8): 1967-1981 (2018) - [j3]Fatemeh Sheikholeslami, Georgios B. Giannakis:
Identification of Overlapping Communities via Constrained Egonet Tensor Decomposition. IEEE Trans. Signal Process. 66(21): 5730-5745 (2018) - [c10]Alireza Sadeghi, Fatemeh Sheikholeslami, Antonio G. Marqués, Georgios B. Giannakis:
Reinforcement Learning for 5G Caching with Dynamic Cost. ICASSP 2018: 6653-6657 - [c9]Alireza Sadeghi, Fatemeh Sheikholeslami, Georgios B. Giannakis:
Optimal Dynamic Proactive Caching Via Reinforcement Learning. SPAWC 2018: 1-5 - [i4]Alireza Sadeghi, Fatemeh Sheikholeslami, Antonio G. Marques, Georgios B. Giannakis:
Reinforcement Learning for Adaptive Caching with Dynamic Storage Pricing. CoRR abs/1812.08593 (2018) - 2017
- [c8]Fatemeh Sheikholeslami, Georgios B. Giannakis:
Soft unveiling of communities via egonet tensors. ACSSC 2017: 980-984 - [c7]Fatemeh Sheikholeslami, Georgios B. Giannakis:
Scalable kernel-based learning via low-rank approximation of lifted data. Allerton 2017: 596-603 - [c6]Fatemeh Sheikholeslami, Dimitris Berberidis, Georgios B. Giannakis:
Memory efficient low-rank non-linear subspace tracking. CAMSAP 2017: 1-5 - [c5]Fatemeh Sheikholeslami, Georgios B. Giannakis:
Overlapping Community Detection via Constrained PARAFAC: A Divide and Conquer Approach. ICDM 2017: 127-136 - [i3]Fatemeh Sheikholeslami, Georgios B. Giannakis:
Identification of Overlapping Communities via Constrained Egonet Tensor Decomposition. CoRR abs/1707.04607 (2017) - [i2]Alireza Sadeghi, Fatemeh Sheikholeslami, Georgios B. Giannakis:
Optimal and Scalable Caching for 5G Using Reinforcement Learning of Space-time Popularities. CoRR abs/1708.06698 (2017) - 2016
- [c4]Fatemeh Sheikholeslami, Brian Baingana, Georgios B. Giannakis, Nikolas D. Sidiropoulos:
Egonet tensor decomposition for community identification. GlobalSIP 2016: 341-345 - [i1]Fatemeh Sheikholeslami, Dimitris Berberidis, Georgios B. Giannakis:
Large-scale Kernel-based Feature Extraction via Budgeted Nonlinear Subspace Tracking. CoRR abs/1601.07947 (2016) - 2015
- [j2]Fatemeh Sheikholeslami, Masoumeh Nasiri-Kenari, Farid Ashtiani:
Optimal Probabilistic Initial and Target Channel Selection for Spectrum Handoff in Cognitive Radio Networks. IEEE Trans. Wirel. Commun. 14(1): 570-584 (2015) - [c3]Fatemeh Sheikholeslami, Georgios B. Giannakis:
Online subspace learning and nonlinear classification of Big Data with misses. CISS 2015: 1-6 - [c2]Fatemeh Sheikholeslami, Dimitris Berberidis, Georgios B. Giannakis:
Kernel-based low-rank feature extraction on a budget for big data streams. GlobalSIP 2015: 928-932 - 2014
- [c1]Fatemeh Sheikholeslami, Morteza Mardani, Georgios B. Giannakis:
Classification of streaming big data with misses. ACSSC 2014: 1051-1055 - 2013
- [j1]Hossein Shokri Ghadikolaei, Fatemeh Sheikholeslami, Masoumeh Nasiri-Kenari:
Distributed Multiuser Sequential Channel Sensing Schemes in Multichannel Cognitive Radio Networks. IEEE Trans. Wirel. Commun. 12(5): 2055-2067 (2013)
Coauthor Index
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