benign overfitting

Benign Overfitting with Quantum Kernels UAI 2026 Risk Comparisons in Linear Regression: Implicit Regularization Dominates Explicit Regularization (Extended Abstract) COLT 2026 Benign Overfitting in Out-of-Distribution Generalization of Linear Models ICLR 2025 Benign Overfitting in Token Selection of Attention Mechanism ICML 2025 Provable weak-to-strong generalization via benign overfitting ICLR 2025 Trained Transformer Classifiers Generalize and Exhibit Benign Overfitting In-Context ICLR 2025 Benign overfitting in leaky ReLU networks with moderate input dimension NeurIPS 2024 Minimum-Norm Interpolation Under Covariate Shift ICML 2024 Overfitting Behaviour of Gaussian Kernel Ridgeless Regression: Varying Bandwidth or Dimensionality NeurIPS 2024 Provable Tempered Overfitting of Minimal Nets and Typical Nets NeurIPS 2024 Understanding Surprising Generalization Phenomena in Deep Learning AAAI 2024 Universal Consistency of Wide and Deep ReLU Neural Networks and Minimax Optimal Convergence Rates for Kolmogorov-Donoho Optimal Function Classes ICML 2024 Unveil Benign Overfitting for Transformer in Vision: Training Dynamics, Convergence, and Generalization NeurIPS 2024 Benign Overfitting in Adversarially Robust Linear Classification UAI 2023 Benign Overfitting in Classification: Provably Counter Label Noise with Larger Models ICLR 2023 Benign Overfitting in Deep Neural Networks under Lazy Training ICML 2023 Benign Overfitting in Linear Classifiers and Leaky ReLU Networks from KKT Conditions for Margin Maximization COLT 2023 Benign overfitting in ridge regression JMLR 2023 Benign Overfitting in Two-layer ReLU Convolutional Neural Networks ICML 2023 Benign overfitting of non-smooth neural networks beyond lazy training AISTATS 2023 Deep linear networks can benignly overfit when shallow ones do JMLR 2023 From Tempered to Benign Overfitting in ReLU Neural Networks NeurIPS 2023 Implicit Regularization Leads to Benign Overfitting for Sparse Linear Regression ICML 2023 Is interpolation benign for random forest regression? AISTATS 2023 Malign Overfitting: Interpolation and Invariance are Fundamentally at Odds ICLR 2023