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surrogate losses

3 papers

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Co-occurring keywords

surrogate loss (94) classification calibration (13) convex optimization (1321) convex surrogate losses (1) ranking evaluation metrics (1) pairwise disagreement (1) posterior probability (64) loss matrix (2) probability simplex (9) loss function (462)

Papers

Proper losses for learning from partial labels NIPS 2012
Classification Calibration Dimension for General Multiclass Losses NIPS 2012
On the (Non-)existence of Convex, Calibrated Surrogate Losses for Ranking NIPS 2012