conftrace_

margin analysis

6 papers

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Co-occurring keywords · papers mentioning both

generalization bound (2) learning theory (2) multi-index model (1) gaussian surface area (1) intersection of halfspace (1) max-margin predictor (1) lipshitz continuity (1) learning with margin (1) threshold decision list (1) geometric margin (1)

Papers

Smoothed Analysis for Learning Concepts with Low Intrinsic Dimension COLT 2024 The Implicit Bias of Benign Overfitting COLT 2022 Towards Sharper Generalization Bounds for Structured Prediction NeurIPS 2021 Does Data Augmentation Lead to Positive Margin? ICML 2019 Stronger Generalization Bounds for Deep Nets via a Compression Approach ICML 2018 Generalization Error Bounds for Threshold Decision Lists JMLR 2004