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algorithmic robustness

3 papers

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Co-occurring keywords · papers mentioning both

local metric learning (1) symbolic technique (1) data bia (1) local model (1) pairwise learning (1) performance guarantee (1) convex combination (1) robustness certification (1) decision tree (1) generalization guarantee (1)

Papers

Data-dependent Algorithmic Robustness Analysis of Pairwise Learning ACML 2025 Certifying Robustness to Programmable Data Bias in Decision Trees NeurIPS 2021 Metric Learning as Convex Combinations of Local Models With Generalization Guarantees CVPR 2016