Shahana Ibrahim

6 papers · 2019–2024 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (14)

Venues

ICML (3) NeurIPS (2) ICLR (1)

Top co-authors

Xiao Fu (6) Tri Nguyen (3) Kejun Huang (1) Eugene Seo (1) Nikolaos Kargas (1) Rebecca Hutchinson (1)

Research topics

Machine Learning (6) Core Methods (5) Learning Types · Machine Learning (5) Artificial Intelligence (2) Deep Learning (2) Bayesian & Probabilistic (2) Optimization & Theory (2) Computer Science (1) Foundations (1) Learning Types · Deep Learning (1) Models (1)

Keywords

matrix factorization (2) dawid-skene model (2) weakly supervised learning (1) expectation maximization (1) deep clustering (1) deep learning (1) outlier detection (1) label noise (1) side information (1) constrained clustering (1) annotator modeling (1) pairwise similarity (1) confusion matrix (1) tensor completion (1) low-rank model (1) noisy annotation (1) crowdsourced label (1) tensor method (1) symmetric nonnegative matrix factorization (1) poisson regression (1)

Papers

Noisy Label Learning with Instance-Dependent Outliers: Identifiability via Crowd Wisdom NeurIPS 2024 Deep Clustering with Incomplete Noisy Pairwise Annotations: A Geometric Regularization Approach ICML 2023 Deep Learning From Crowdsourced Labels: Coupled Cross-Entropy Minimization, Identifiability, and Regularization ICLR 2023 Under-Counted Tensor Completion with Neural Incorporation of Attributes ICML 2023 Crowdsourcing via Annotator Co-occurrence Imputation and Provable Symmetric Nonnegative Matrix Factorization ICML 2021 Crowdsourcing via Pairwise Co-occurrences: Identifiability and Algorithms NeurIPS 2019