Publications
You can also find my publications on Google Scholar
| Under-Counted Tensor Completion with Neural Incorporation of Attributes Shahana Ibrahim, Xiao Fu, Rebecca Hutchinson, and Eugene Seo. accepted at International Conference on Machine Learning (ICML), 2023 [PDF] [CODE] |
| Deep Clustering with Incomplete Noisy Pairwise Annotations: A Geometric Regularization Approach Tri Nguyen, Shahana Ibrahim, and Xiao Fu. accepted at International Conference on Machine Learning (ICML), 2023 [PDF] |
| Deep Learning From Crowdsourced Labels: Coupled Cross-entropy Minimization, Identifiability, and Regularization Shahana Ibrahim, Tri Nguyen, and Xiao Fu. International Conference on Learning Representations (ICLR), 2023 [PDF] [CODE] [SLIDES] [POSTER] |
| Stochastic Mirror Descent for LowRank Tensor Decomposition Under Non-Euclidean Losses Wenqiang Pu, Shahana Ibrahim, Xiao Fu, and Mingyi Hong. IEEE Transactions on Signal Processing, 2022 [PDF] |
| Under-Counted Tensor Completion with Neural Network-based Side Information Learner Shahana Ibrahim, Xiao Fu, Rebecca Hutchinson, and Eugen Seo. NeurIPS Women in Machine Learning Workshop, 2022 [POSTER] |
| Recovering Joint Probability of Discrete Random Variables from Pairwise Marginals Shahana Ibrahim and Xiao Fu. IEEE Transactions on Signal Processing, 2021 [PDF] [CODE] [SLIDES] |
| Mixed Membership Graph Clustering via Systematic Edge Query Shahana Ibrahim and Xiao Fu. IEEE Transactions on Signal Processing, 2021 [PDF] [CODE] |
| Crowdsourcing via Annotator Co-occurrence Imputation and Provable Symmetric Nonnegative Matrix Factorization Shahana Ibrahim and Xiao Fu. International Conference on Machine Learning (ICML), 2021 [PDF] [CODE] [SLIDES] [POSTER] |
| VLSI Hardware Architecture of Stochastic Low-rank Tensor Decomposition Lingyi Huang, Chunhua Deng, Shahana Ibrahim, Xiao Fu, Bo Yuan. Asilomar Conference on Signals, Systems, and Computers, 2021 [PDF] |
| Fiber-Sampled Stochastic Mirror Descent For Tensor Decomposition with beta Divergence Wenqiang Pu, Shahana Ibrahim, Xiao Fu, and Mingyi Hong. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2021 [PDF] |
| Learning Mixed Membership from Adjacency Graph via Systematic Edge Query: Identifiability and Algorithm Shahana Ibrahim and Xiao Fu. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2021 [PDF] [SLIDES] [POSTER] |
| On Recoverability of Randomly Compressed Tensors with Low CP Rank Shahana Ibrahim, Xiao Fu, and Xingguo Li. IEEE Signal Processing Letters, 2020 [PDF] |
| Recovering Joint PMF from Pairwise Marginals Shahana Ibrahim and Xiao Fu. Asilomar Conference on Signals, Systems, and Computers, 2020 [PDF] [SLIDES] |
| Block-Randomized Stochastic Proximal Gradient for Low Rank Tensor Factorization Xiao Fu, Shahana Ibrahim, Hoi-To Wai, Cheng Gao, and Kejun Huang. IEEE Transactions on Signal Processing, 2020 [PDF] [CODE] |
| Crowdsourcing via Pairwise Cooccurrences: Identifiability and Algorithms Shahana Ibrahim and Xiao Fu. Advances in Neural Information Processing Systems, 2019 [PDF] [CODE] [SLIDES] [POSTER] |
| Estimating Phase Duration for SPAT messages Shahana Ibrahim, Dileep Kalathil, Rene Sanchez, and Pravin Varaiya. IEEE Transactions on Intelligent Transportation Systems, 2019 [PDF] [SLIDES] |
| Stochastic Optimization for Coupled Tensor Decomposition with Applications in Statistical Learning Shahana Ibrahim and Xiao Fu. IEEE Data Science Workshop (DSW), 2019 [PDF] [SLIDES] |