Ibrahim, Shahana

6 publications

NeurIPS 2024 Noisy Label Learning with Instance-Dependent Outliers: Identifiability via Crowd Wisdom Tri Nguyen, Shahana Ibrahim, Xiao Fu

ICML 2023 Deep Clustering with Incomplete Noisy Pairwise Annotations: A Geometric Regularization Approach Tri Nguyen, Shahana Ibrahim, Xiao Fu

ICLR 2023 Deep Learning from Crowdsourced Labels: Coupled Cross-Entropy Minimization, Identifiability, and Regularization Shahana Ibrahim, Tri Nguyen, Xiao Fu

ICML 2023 Under-Counted Tensor Completion with Neural Incorporation of Attributes Shahana Ibrahim, Xiao Fu, Rebecca Hutchinson, Eugene Seo

ICML 2021 Crowdsourcing via Annotator Co-Occurrence Imputation and Provable Symmetric Nonnegative Matrix Factorization Shahana Ibrahim, Xiao Fu

NeurIPS 2019 Crowdsourcing via Pairwise Co-Occurrences: Identifiability and Algorithms Shahana Ibrahim, Xiao Fu, Nikolaos Kargas, Kejun Huang