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fisher consistency

10 papers

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Co-occurring keywords · papers mentioning both

support vector machine (3) multi-class classification (3) excess risk bound (2) structured prediction (2) survival model (1) outcome weighted learning (1) empirical comparison (1) class prior (1) prior probability shift (1) treatment optimization (1)

Papers

A Statistical Learning Take on the Concordance Index for Survival Analysis AISTATS 2023 Asymptotics of Network Embeddings Learned via Subsampling JMLR 2023 Learning Optimal Group-structured Individualized Treatment Rules with Many Treatments JMLR 2023 Distributionally Robust Graphical Models NeurIPS 2018 Efficient and Consistent Adversarial Bipartite Matching ICML 2018 Fisher Consistency for Prior Probability Shift JMLR 2017 On the Consistency of Ordinal Regression Methods JMLR 2017 Adversarial Multiclass Classification: A Risk Minimization Perspective NeurIPS 2016 A Unified View on Multi-class Support Vector Classification JMLR 2016 On the Characterization of a Class of Fisher-Consistent Loss Functions and its Application to Boosting JMLR 2016