conftrace_

weighted classification

4 papers

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Co-occurring keywords

optimal ranking (1) classifier ranking (1) surrogate loss (94) individualized treatment rule (8) doubly robust estimator (37) observational datum (109) semiparametric efficiency (13) precision medicine (21) scoring function (22) generalized method of moment (9)

Papers

Near-optimal Individualized Treatment Recommendations JMLR 2020

Efficient Policy Learning from Surrogate-Loss Classification Reductions ICML 2020

Efficient augmentation and relaxation learning for individualized treatment rules using observational data JMLR 2019

Overlaying classifiers: a practical approach for optimal ranking NIPS 2008