conftrace_

agnostic model

3 papers

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Co-occurring keywords · papers mentioning both

constant-factor approximation (2) alignment sharpness (1) l2^2 loss (1) monotone link function (1) monotone lipschitz activation (1) thresholds (1) item-level privacy (1) pure private learning (1) gaussian noise injection (1) upper bound (1)

Papers

Robustly Learning Monotone Generalized Linear Models via Data Augmentation COLT 2025 Improved Bounds for Pure Private Agnostic Learning: Item-Level and User-Level Privacy ICML 2024 Robustly Learning Single-Index Models via Alignment Sharpness ICML 2024