Prati
Shahana Ibrahim
Shahana Ibrahim
Assistant Professor, ECE, University of Central Florida
Potvrđena adresa e-pošte na ucf.edu - Početna stranica
Naslov
Citirano
Citirano
Godina
Block-randomized stochastic proximal gradient for low-rank tensor factorization
X Fu, S Ibrahim, HT Wai, C Gao, K Huang
IEEE Transactions on Signal Processing 68, 2170-2185, 2020
522020
Estimating phase duration for SPaT messages
S Ibrahim, D Kalathil, RO Sanchez, P Varaiya
IEEE Transactions on Intelligent Transportation Systems 20 (7), 2668-2676, 2018
412018
Crowdsourcing via Pairwise Co-occurrences:Identifiability and Algorithms
S Ibrahim, X Fu, N Kargas, K Huang
Advances in Neural Information Processing Systems 32, 2019
362019
Recovering joint probability of discrete random variables from pairwise marginals
S Ibrahim, X Fu
IEEE Transactions on Signal Processing 69, 4116-4131, 2021
152021
Deep learning from crowdsourced labels: Coupled cross-entropy minimization, identifiability, and regularization
S Ibrahim, T Nguyen, X Fu
The Eleventh International Conference on Learning Representations, 2023
132023
Stochastic mirror descent for low-rank tensor decomposition under non-euclidean losses
W Pu, S Ibrahim, X Fu, M Hong
IEEE Transactions on Signal Processing 70, 1803-1818, 2022
112022
Crowdsourcing via annotator co-occurrence imputation and provable symmetric nonnegative matrix factorization
S Ibrahim, X Fu
Proceedings of the 38th International Conference on Machine Learning 139 …, 2021
92021
Deep Clustering with Incomplete Noisy Pairwise Annotations: A Geometric Regularization Approach
T Nguyen, S Ibrahim, X Fu
Proceedings of the 40th International Conference on Machine Learning 202 …, 2023
52023
Mixed membership graph clustering via systematic edge query
S Ibrahim, X Fu
IEEE Transactions on Signal Processing 69, 5189-5205, 2021
52021
Stochastic Optimization for Coupled Tensor Decomposition with Applications in Statistical Learning
S Ibrahim, X Fu
2019 IEEE Data Science Workshop (DSW), 2019
32019
Under-Counted Tensor Completion with Neural Incorporation of Attributes
S Ibrahim, X Fu, R Hutchinson, E Seo
Proceedings of the 40th International Conference on Machine Learning 202 …, 2023
22023
Fiber-sampled stochastic mirror descent for tensor decomposition with β-divergence
W Pu, S Ibrahim, X Fu, M Hong
ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021
22021
On recoverability of randomly compressed tensors with low cp rank
S Ibrahim, X Fu, X Li
IEEE Signal Processing Letters 27, 1125-1129, 2020
22020
VLSI hardware architecture of stochastic low-rank tensor decomposition
L Huang, C Deng, S Ibrahim, X Fu, B Yuan
2021 55th Asilomar Conference on Signals, Systems, and Computers, 1176-1180, 2021
12021
Learning mixed membership from adjacency graph via systematic edge query: Identifiability and algorithm
S Ibrahim, X Fu
ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021
12021
Recovering joint PMF from pairwise marginals
S Ibrahim, X Fu
2020 54th Asilomar Conference on Signals, Systems, and Computers, 356-360, 2020
12020
Learning From Crowdsourced Noisy Labels: A Signal Processing Perspective
S Ibrahim, PA Traganitis, X Fu, GB Giannakis
arXiv preprint arXiv:2407.06902, 2024
2024
Deep Learning from Noisy Labels via Robust Nonnegative Matrix Factorization-Based Design
DG Wolnick, S Ibrahim, T Marrinan, X Fu
2023 IEEE 9th International Workshop on Computational Advances in Multi …, 2023
2023
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