{"total":65,"rows":[{"id":"2311.18817","title":"Dichotomy of Early and Late Phase Implicit Biases Can Provably Induce Grokking","created":"2023-11-30","cited_by_count":80,"area":null},{"id":"2402.09963","title":"Why are Sensitive Functions Hard for Transformers?","created":"2024-02-15","cited_by_count":74,"area":null},{"id":"2307.11007","title":"Sharpness Minimization Algorithms Do Not Only Minimize Sharpness To Achieve Better Generalization","created":"2023-07-20","cited_by_count":39,"area":null},{"id":"2309.15639","title":"Enhancing Sharpness-Aware Optimization Through Variance Suppression","created":"2023-09-27","cited_by_count":37,"area":null},{"id":"2307.07873","title":"Why Does Little Robustness Help? A Further Step Towards Understanding Adversarial Transferability","created":"2023-07-15","cited_by_count":32,"area":null},{"id":"2604.21691","title":"There Will Be a Scientific Theory of Deep Learning","created":"2026-04-23","cited_by_count":29,"area":null},{"id":"2310.07269","title":"Why Does Sharpness-Aware Minimization Generalize Better Than SGD?","created":"2023-10-11","cited_by_count":28,"area":null},{"id":"2305.15287","title":"The Crucial Role of Normalization in Sharpness-Aware Minimization","created":"2023-05-24","cited_by_count":26,"area":null},{"id":"2302.08692","title":"SAM operates far from home: eigenvalue regularization as a dynamical phenomenon","created":"2023-02-17","cited_by_count":24,"area":null},{"id":"2301.08203","title":"An SDE for Modeling SAM: Theory and Insights","created":"2023-01-19","cited_by_count":22,"area":null},{"id":"2405.03676","title":"Why is SAM Robust to Label Noise?","created":"2024-05-06","cited_by_count":21,"area":null},{"id":"2501.12666","title":"Explicit Eigenvalue Regularization Improves Sharpness-Aware Minimization","created":"2025-01-22","cited_by_count":21,"area":null},{"id":"2306.09850","title":"Practical Sharpness-Aware Minimization Cannot Converge All the Way to Optima","created":"2023-06-16","cited_by_count":20,"area":null},{"id":"2307.15196","title":"The Marginal Value of Momentum for Small Learning Rate SGD","created":"2023-07-27","cited_by_count":18,"area":null},{"id":"2306.08553","title":"Noise Stability Optimization for Finding Flat Minima: A Hessian-based Regularization Approach","created":"2023-06-14","cited_by_count":14,"area":null},{"id":"2406.03682","title":"A Universal Class of Sharpness-Aware Minimization Algorithms","created":"2024-06-06","cited_by_count":14,"area":null},{"id":"2305.15659","title":"How to escape sharp minima with random perturbations","created":"2023-05-25","cited_by_count":13,"area":null},{"id":"2409.01193","title":"CLIBE: Detecting Dynamic Backdoors in Transformer-based NLP Models","created":"2024-09-02","cited_by_count":13,"area":"safety"},{"id":"2505.17646","title":"Unveiling the Basin-Like Loss Landscape in Large Language Models","created":"2025-05-23","cited_by_count":13,"area":null},{"id":"2401.10809","title":"Neglected Hessian component explains mysteries in Sharpness regularization","created":"2024-01-19","cited_by_count":12,"area":null},{"id":"2302.09693","title":"mSAM: Micro-Batch-Averaged Sharpness-Aware Minimization","created":"2023-02-19","cited_by_count":10,"area":null},{"id":"2305.14851","title":"Sharpness-Aware Data Poisoning Attack","created":"2023-05-24","cited_by_count":10,"area":"safety"},{"id":"2410.14802","title":"Implicit Regularization of Sharpness-Aware Minimization for Scale-Invariant Problems","created":"2024-10-18","cited_by_count":10,"area":null},{"id":"2605.02105","title":"Sharpness-Aware Pretraining Mitigates Catastrophic Forgetting","created":"2026-05-04","cited_by_count":10,"area":null},{"id":"2405.20439","title":"Sharpness-Aware Minimization Enhances Feature Quality via Balanced Learning","created":"2024-05-30","cited_by_count":9,"area":null},{"id":"2401.07250","title":"Stabilizing Sharpness-aware Minimization Through A Simple Renormalization Strategy","created":"2024-01-14","cited_by_count":8,"area":null},{"id":"2303.17940","title":"Per-Example Gradient Regularization Improves Learning Signals from Noisy Data","created":"2023-03-31","cited_by_count":7,"area":null},{"id":"2306.13239","title":"The Inductive Bias of Flatness Regularization for Deep Matrix Factorization","created":"2023-06-22","cited_by_count":6,"area":null},{"id":"2410.22656","title":"Tilted Sharpness-Aware Minimization","created":"2024-10-30","cited_by_count":6,"area":null},{"id":"2502.02132","title":"How Memory in Optimization Algorithms Implicitly Modifies the Loss","created":"2025-02-04","cited_by_count":6,"area":null},{"id":"2505.22650","title":"On Learning Verifiers and Implications to Chain-of-Thought Reasoning","created":"2025-05-28","cited_by_count":6,"area":"lr"},{"id":"2306.17504","title":"Systematic Investigation of Sparse Perturbed Sharpness-Aware Minimization Optimizer","created":"2023-06-30","cited_by_count":4,"area":null},{"id":"2410.16401","title":"Simplicity Bias via Global Convergence of Sharpness Minimization","created":"2024-10-21","cited_by_count":4,"area":null},{"id":"2509.08058","title":"How Far Are We from True Unlearnability?","created":"2025-09-09","cited_by_count":4,"area":null},{"id":"2511.03548","title":"Flat Minima and Generalization: Insights from Stochastic Convex Optimization","created":"2025-11-05","cited_by_count":4,"area":null},{"id":"2604.09258","title":"Nexus: Same Pretraining Loss, Better Downstream Generalization via Common Minima","created":"2026-04-10","cited_by_count":4,"area":null},{"id":"2404.17768","title":"Changing the Training Data Distribution to Reduce Simplicity Bias Improves In-distribution Generalization","created":"2024-04-27","cited_by_count":3,"area":null},{"id":"2409.14305","title":"An Uncertainty-Aware Generalization Framework for Cardiovascular Image Segmentation","created":"2024-09-22","cited_by_count":3,"area":"ssm"},{"id":"2412.13715","title":"SSE-SAM: Balancing Head and Tail Classes Gradually through Stage-Wise SAM","created":"2024-12-18","cited_by_count":3,"area":null},{"id":"2307.02337","title":"FAM: Relative Flatness Aware Minimization","created":"2023-07-05","cited_by_count":2,"area":null},{"id":"2401.12332","title":"A Precise Characterization of SGD Stability Using Loss Surface Geometry","created":"2024-01-22","cited_by_count":2,"area":null},{"id":"2505.21574","title":"Do We Need All the Synthetic Data? Targeted Image Augmentation via Diffusion Models","created":"2025-05-27","cited_by_count":2,"area":"diffusion"},{"id":"2505.23866","title":"Towards Understanding The Calibration Benefits of Sharpness-Aware Minimization","created":"2025-05-29","cited_by_count":2,"area":null},{"id":"2509.18001","title":"Unveiling m-Sharpness Through the Structure of Stochastic Gradient Noise","created":"2025-09-22","cited_by_count":2,"area":null},{"id":"2511.17378","title":"A Unified Stability Analysis of SAM vs SGD: Role of Data Coherence and Emergence of Simplicity Bias","created":"2025-11-21","cited_by_count":2,"area":null},{"id":"2301.09820","title":"A Stability Analysis of Fine-Tuning a Pre-Trained Model","created":"2023-01-24","cited_by_count":1,"area":null},{"id":"2309.05077","title":"Generalization error bounds for iterative learning algorithms with bounded updates","created":"2023-09-10","cited_by_count":1,"area":null},{"id":"2501.06603","title":"Preconditioned Sharpness-Aware Minimization: Unifying Analysis and a Novel Learning Algorithm","created":"2025-01-11","cited_by_count":1,"area":null},{"id":"2502.01015","title":"Task Vector Bases: A Unified and Scalable Framework for Compressed Task Arithmetic","created":"2025-02-03","cited_by_count":1,"area":null},{"id":"2509.02433","title":"VASSO: Variance Suppression for Sharpness-Aware Minimization","created":"2025-09-02","cited_by_count":1,"area":null},{"id":"2602.21773","title":"Easy to Learn, Yet Hard to Forget: Towards Robust Unlearning Under Bias","created":"2026-02-25","cited_by_count":1,"area":"safety"},{"id":"2603.18039","title":"Sharpness Aware Surrogate Training for Spiking Neural Networks","created":"2026-03-14","cited_by_count":1,"area":null},{"id":"2604.09696","title":"Sharpness-Aware Surrogate Training for On-Sensor Spiking Neural Networks","created":"2026-04-06","cited_by_count":1,"area":null},{"id":"2607.26001","title":"Sharpness-Aware Minimization and Muon: Robustness under the Spectral Norm","created":"2026-07-28","cited_by_count":1,"area":null},{"id":"2310.01770","title":"A simple connection from loss flatness to compressed neural representations","created":"2023-10-03","cited_by_count":0,"area":null},{"id":"2411.09296","title":"Enhancing generalization in high energy physics using white-box adversarial attacks","created":"2024-11-14","cited_by_count":0,"area":null},{"id":"2509.21818","title":"Sharpness-Aware Minimization Can Hallucinate Minimizers","created":"2025-09-26","cited_by_count":0,"area":null},{"id":"2510.16157","title":"Zeroth-Order Sharpness-Aware Learning with Exponential Tilting","created":"2025-10-17","cited_by_count":0,"area":null},{"id":"2511.17568","title":"Enhancing Robustness of Offline Reinforcement Learning Under Data Corruption via Sharpness-Aware Minimization","created":"2025-11-14","cited_by_count":0,"area":"offlinerl"},{"id":"2602.00576","title":"Data Distribution as a Lever for Guiding Optimizers Toward Superior Generalization in LLMs","created":"2026-01-31","cited_by_count":0,"area":null},{"id":"2602.07320","title":"Incorruptible Neural Networks: Training Models that can Generalize to Large Internal Perturbations","created":"2026-02-07","cited_by_count":0,"area":null},{"id":"2603.10048","title":"Revisiting Sharpness-Aware Minimization: A More Faithful and Effective Implementation","created":"2026-03-09","cited_by_count":0,"area":null},{"id":"2605.07914","title":"Flatness and Gradient Alignment Are Both Necessary: Spectral-Aware Gradient-Aligned Exploration for Multi-Distribution Learning","created":"2026-05-08","cited_by_count":0,"area":null},{"id":"2605.09144","title":"FedVSSAM: Mitigating Flatness Incompatibility in Sharpness-Aware Federated Learning","created":"2026-05-09","cited_by_count":0,"area":null},{"id":"2609.09367","title":"Explaining f-Divergence-Based Regularization via Local Curvature and Sharpness-Aware Minimization","created":"2026-09-08","cited_by_count":0,"area":null}],"next_cursor":null}