implicit regularization

On the implicit regularization of Langevin dynamics with projected noise COLT 2026 The Distribution of Ridgeless Least Squares Interpolators JMLR 2026 A Mirror Descent Perspective of Smoothed Sign Descent UAI 2025 Continuous-Time Analysis of Heavy Ball Momentum in Min-Max Games ICML 2025 Deep Sturm–Liouville: From Sample-Based to 1D Regularization with Learnable Orthogonal Basis Functions ICML 2025 Implicit Regularization for Tubal Tensor Factorizations via Gradient Descent ICML 2025 Mask in the Mirror: Implicit Sparsification ICLR 2025 Stochastic Rounding for LLM Training: Theory and Practice AISTATS 2025 Trained Transformer Classifiers Generalize and Exhibit Benign Overfitting In-Context ICLR 2025 Acceleration and Implicit Regularization in Gaussian Phase Retrieval AISTATS 2024 Connectivity Shapes Implicit Regularization in Matrix Factorization Models for Matrix Completion NeurIPS 2024 Deep linear networks for regression are implicitly regularized towards flat minima NeurIPS 2024 Efficiency Calibration of Implicit Regularization in Deep Networks via Self-paced Curriculum-Driven Singular Value Selection IJCAI 2024 Implicit Regularization in Deep Tucker Factorization: Low-Rankness via Structured Sparsity AISTATS 2024 Implicit Regularization in Feedback Alignment Learning Mechanisms for Neural Networks ICML 2024 Implicit Regularization of Decentralized Gradient Descent for Sparse Regression NeurIPS 2024 Implicit regularization of deep residual networks towards neural ODEs ICLR 2024 Implicit Regularization of Sharpness-Aware Minimization for Scale-Invariant Problems NeurIPS 2024 Implicit Regularization Paths of Weighted Neural Representations NeurIPS 2024 Improving Generalization and Convergence by Enhancing Implicit Regularization NeurIPS 2024 Leveraging Continuous Time to Understand Momentum When Training Diagonal Linear Networks AISTATS 2024 NoisyMix: Boosting Model Robustness to Common Corruptions AISTATS 2024 Separation and Bias of Deep Equilibrium Models on Expressivity and Learning Dynamics NeurIPS 2024 Understanding Surprising Generalization Phenomena in Deep Learning AAAI 2024 Using Noise to Infer Aspects of Simplicity Without Learning NeurIPS 2024