Shahana Ibrahim

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 26

Top Topics

Mixed Membership

Tensor Decomposition

Joint Probability

Nonnegative Matrix Factorization

Top Venues

IEEE Trans. Signal Process.

Publications

Shahana Ibrahim, Panagiotis A. Traganitis, Xiao Fu, Georgios B. Giannakis
Learning From Crowdsourced Noisy Labels: A Signal Processing Perspective. CoRR (2024)
Tri Nguyen, Shahana Ibrahim, Xiao Fu
Deep Clustering with Incomplete Noisy Pairwise Annotations: A Geometric Regularization Approach. ICML (2023)
Daniel Grey Wolnick, Shahana Ibrahim, Tim Marrinan, Xiao Fu
Deep Learning from Noisy Labels via Robust Nonnegative Matrix Factorization-Based Design. CAMSAP (2023)
Shahana Ibrahim, Xiao Fu, Rebecca A. Hutchinson, Eugene Seo
Under-Counted Tensor Completion with Neural Incorporation of Attributes. CoRR (2023)
Shahana Ibrahim, Tri Nguyen, Xiao Fu
Deep Learning From Crowdsourced Labels: Coupled Cross-Entropy Minimization, Identifiability, and Regularization. ICLR (2023)
Shahana Ibrahim, Xiao Fu, Rebecca A. Hutchinson, Eugene Seo
Under-Counted Tensor Completion with Neural Incorporation of Attributes. ICML (2023)
Shahana Ibrahim, Tri Nguyen, Xiao Fu
Deep Learning From Crowdsourced Labels: Coupled Cross-entropy Minimization, Identifiability, and Regularization. CoRR (2023)
Tri Nguyen, Shahana Ibrahim, Xiao Fu
Deep Clustering with Incomplete Noisy Pairwise Annotations: A Geometric Regularization Approach. CoRR (2023)
Wenqiang Pu, Shahana Ibrahim, Xiao Fu, Mingyi Hong
Stochastic Mirror Descent for Low-Rank Tensor Decomposition Under Non-Euclidean Losses. IEEE Trans. Signal Process. 70 (2022)
Lingyi Huang, Chunhua Deng, Shahana Ibrahim, Xiao Fu, Bo Yuan
VLSI Hardware Architecture of Stochastic Low-rank Tensor Decomposition. ACSCC (2021)
Shahana Ibrahim, Xiao Fu
Recovering Joint Probability of Discrete Random Variables From Pairwise Marginals. IEEE Trans. Signal Process. 69 (2021)
Shahana Ibrahim, Xiao Fu
Learning Mixed Membership from Adjacency Graph Via Systematic Edge Query: Identifiability and Algorithm. ICASSP (2021)
Wenqiang Pu, Shahana Ibrahim, Xiao Fu, Mingyi Hong
Fiber-Sampled Stochastic Mirror Descent for Tensor Decomposition with β-Divergence. ICASSP (2021)
Shahana Ibrahim, Xiao Fu
Crowdsourcing via Annotator Co-occurrence Imputation and Provable Symmetric Nonnegative Matrix Factorization. ICML (2021)
Shahana Ibrahim, Xiao Fu
Crowdsourcing via Annotator Co-occurrence Imputation and Provable Symmetric Nonnegative Matrix Factorization. CoRR (2021)
Shahana Ibrahim, Xiao Fu
Mixed Membership Graph Clustering via Systematic Edge Query. IEEE Trans. Signal Process. 69 (2021)
Wenqiang Pu, Shahana Ibrahim, Xiao Fu, Mingyi Hong
Stochastic Mirror Descent for Low-Rank Tensor Decomposition Under Non-Euclidean Losses. CoRR (2021)
Shahana Ibrahim, Xiao Fu, Xingguo Li
On Recoverability of Randomly Compressed Tensors With Low CP Rank. IEEE Signal Process. Lett. 27 (2020)
Shahana Ibrahim, Xiao Fu
Recovering Joint PMF from Pairwise Marginals. ACSSC (2020)
Xiao Fu, Shahana Ibrahim, Hoi-To Wai, Cheng Gao, Kejun Huang
Block-Randomized Stochastic Proximal Gradient for Low-Rank Tensor Factorization. IEEE Trans. Signal Process. 68 (2020)
Shahana Ibrahim, Xiao Fu
Mixed Membership Graph Clustering via Systematic Edge Query. CoRR (2020)
Shahana Ibrahim, Xiao Fu
Recovering Joint Probability of Discrete Random Variables from Pairwise Marginals. CoRR (2020)
Shahana Ibrahim, Xiao Fu
Stochastic Optimization for Coupled Tensor Decomposition with Applications in Statistical Learning. DSW (2019)
Shahana Ibrahim, Xiao Fu, Nikolaos Kargas, Kejun Huang
Crowdsourcing via Pairwise Co-occurrences: Identifiability and Algorithms. NeurIPS (2019)
Shahana Ibrahim, Dileep M. Kalathil, René Osorio Sanchez, Pravin Varaiya
Estimating Phase Duration for SPaT Messages. IEEE Trans. Intell. Transp. Syst. 20 (7) (2019)
Shahana Ibrahim, Xiao Fu, Nikos Kargas, Kejun Huang
Crowdsourcing via Pairwise Co-occurrences: Identifiability and Algorithms. CoRR (2019)