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perturbation stability

4 papers

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stability argument (1) additive perturbation (1) euclidean k-mean (1) network width (1) lasso estimator (1) clustering algorithm (1) euclidean distance (1) optimal clustering (1) sparse linear regression (1) perturbation analysis (1)

Papers

Beyond Perturbation Stability: LP Recovery Guarantees for MAP Inference on Noisy Stable Instances AISTATS 2021 Do Wider Neural Networks Really Help Adversarial Robustness? NeurIPS 2021 Clustering Stable Instances of Euclidean k-means. NeurIPS 2017 Differentially Private Feature Selection via Stability Arguments, and the Robustness of the Lasso COLT 2013