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dawid-skene model

9 papers

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Co-occurring keywords · papers mentioning both

label aggregation (3) expectation maximization (3) probabilistic model (2) probabilistic modeling (2) rank-one matrix (1) worker clustering (1) adversarial method (1) budget optimization (1) spectral properties (1) pairwise co-occurrence (1)

Papers

DS-Compatible Log-Linear Reliability with KL-Prox EM: Monotone Ascent, Identifiability, and Generalization ALT 2026 Crowdsourcing via Annotator Co-occurrence Imputation and Provable Symmetric Nonnegative Matrix Factorization ICML 2021 Semi-Supervised Aggregation of Dependent Weak Supervision Sources With Performance Guarantees AISTATS 2021 Gradient Descent for Sparse Rank-One Matrix Completion for Crowd-Sourced Aggregation of Sparsely Interacting Workers JMLR 2020 Crowdsourcing via Pairwise Co-occurrences: Identifiability and Algorithms NeurIPS 2019 Analysis of Minimax Error Rate for Crowdsourcing and Its Application to Worker Clustering Model ICML 2018 Achieving budget-optimality with adaptive schemes in crowdsourcing NeurIPS 2016 Optimality of Belief Propagation for Crowdsourced Classification ICML 2016 Spectral Methods meet EM: A Provably Optimal Algorithm for Crowdsourcing NeurIPS 2014