conftrace_

fisher consistency

10 papers

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Co-occurring keywords

support vector machine (978) excess risk bound (38) multi-class classification (280) structured prediction (396) survival model (2) outcome-weighted learning (1) empirical comparison (3) class prior (9) prior probability shift (2) treatment optimization (5)

Papers

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