{"total":26,"rows":[{"id":"2308.08977","title":"Hitting the High-Dimensional Notes: An ODE for SGD learning dynamics on GLMs and multi-index models","created":"2023-08-17","cited_by_count":26,"area":null},{"id":"2303.01456","title":"The Double-Edged Sword of Implicit Bias: Generalization vs. Robustness in ReLU Networks","created":"2023-03-02","cited_by_count":23,"area":null},{"id":"2109.09859","title":"Sharp global convergence guarantees for iterative nonconvex optimization: A Gaussian process perspective","created":"2021-09-20","cited_by_count":10,"area":null},{"id":"2205.12937","title":"Mitigating multiple descents: A model-agnostic framework for risk monotonization","created":"2022-05-25","cited_by_count":10,"area":null},{"id":"2502.01347","title":"Spurious Correlations in High Dimensional Regression: The Roles of Regularization, Simplicity Bias and Over-Parameterization","created":"2025-02-03","cited_by_count":9,"area":null},{"id":"2502.13283","title":"Benefits of Early Stopping in Gradient Descent for Overparameterized Logistic Regression","created":"2025-02-18","cited_by_count":9,"area":null},{"id":"2503.18114","title":"Feature Learning beyond the Lazy-Rich Dichotomy: Insights from Representational Geometry","created":"2025-03-23","cited_by_count":9,"area":null},{"id":"2409.03891","title":"Overfitting Behaviour of Gaussian Kernel Ridgeless Regression: Varying Bandwidth or Dimensionality","created":"2024-09-05","cited_by_count":7,"area":null},{"id":"2510.08123","title":"High-dimensional Analysis of Synthetic Data Selection","created":"2025-10-09","cited_by_count":7,"area":null},{"id":"2310.00176","title":"Universality of max-margin classifiers","created":"2023-09-29","cited_by_count":6,"area":null},{"id":"2403.06903","title":"Benign overfitting in leaky ReLU networks with moderate input dimension","created":"2024-03-11","cited_by_count":6,"area":null},{"id":"2205.10198","title":"A New Central Limit Theorem for the Augmented IPW Estimator: Variance Inflation, Cross-Fit Covariance and Beyond","created":"2022-05-20","cited_by_count":5,"area":null},{"id":"2410.01093","title":"High-dimensional logistic regression with missing data: Imputation, regularization, and universality","created":"2024-10-01","cited_by_count":5,"area":null},{"id":"2410.19092","title":"Provable Tempered Overfitting of Minimal Nets and Typical Nets","created":"2024-10-24","cited_by_count":5,"area":null},{"id":"2402.07356","title":"A Novel Gaussian Min-Max Theorem and its Applications","created":"2024-02-12","cited_by_count":4,"area":null},{"id":"2503.02110","title":"Quantifying Overfitting along the Regularization Path for Two-Part-Code MDL in Supervised Classification","created":"2025-03-03","cited_by_count":2,"area":null},{"id":"2508.20036","title":"Eigenvalue distribution of the Neural Tangent Kernel in the quadratic scaling","created":"2025-08-27","cited_by_count":2,"area":null},{"id":"2510.12249","title":"Optimal Regularization for Performative Learning","created":"2025-10-14","cited_by_count":1,"area":null},{"id":"2602.00158","title":"RAPTOR: Ridge-Adaptive Logistic Probes","created":"2026-01-29","cited_by_count":1,"area":null},{"id":"2603.20967","title":"Hard labels sampled from sparse targets mislead rotation invariant algorithms","created":"2026-03-21","cited_by_count":1,"area":null},{"id":"2309.15769","title":"Benign overfitting beyond prediction: The ordinary least squares interpolator","created":"2023-09-27","cited_by_count":0,"area":null},{"id":"2409.00733","title":"Benign Overfitting under Learning Rate Conditions for $\\alpha$ Sub-exponential Input","created":"2024-09-01","cited_by_count":0,"area":null},{"id":"2505.16713","title":"Improved generalization bounds for binary linear classification via isoperimetry","created":"2025-05-22","cited_by_count":0,"area":null},{"id":"2510.16250","title":"One-Bit Quantization for Random Features Models","created":"2025-10-17","cited_by_count":0,"area":null},{"id":"2605.21494","title":"Double descent for least-squares interpolation on contaminated data: A simulation study","created":"2026-04-15","cited_by_count":0,"area":null},{"id":"2605.22481","title":"When Stronger Triggers Backfire: A High-Dimensional Theory of Backdoor Attacks","created":"2026-05-21","cited_by_count":0,"area":null}],"next_cursor":null}