conftrace_

proportional asymptotics

3 papers

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Co-occurring keywords · papers mentioning both

robust m-estimator (1) universality result (1) critical threshold (1) out-of-sample error (1) adaptive tuning (1) ridge penalty (1) link function (1) heavy-tailed noise (1) nonlinear system (1) single-index model (1)

Papers

Error estimation and adaptive tuning for unregularized robust M-estimator JMLR 2025 Phase transitions for the existence of unregularized M-estimators in single index models ICML 2025 Universality of empirical risk minimization COLT 2022