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absolute loss

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pareto-optimal trade-off (1) expert algorithm (1) universal rate (1) cut-off loss (1) truncated minimization (1) heavy-tailed regression (1) expert set (1) prediction with expert advice (1) pareto optimal (1) classification model (1)

Papers

Universal Rates for Regression: Separations between Cut-Off and Absolute Loss COLT 2024 Classification with Label Distribution Learning IJCAI 2019 ℓ_1-regression with Heavy-tailed Distributions NeurIPS 2018 The Pareto Regret Frontier NeurIPS 2013