implicit regularization

Why Do We Need Weight Decay in Modern Deep Learning? NeurIPS 2024 Why is SAM Robust to Label Noise? ICLR 2024 Algorithmic Regularization in Tensor Optimization: Towards a Lifted Approach in Matrix Sensing NeurIPS 2023 A Unified Approach to Controlling Implicit Regularization via Mirror Descent JMLR 2023 Beyond the Edge of Stability via Two-step Gradient Updates ICML 2023 Deterministic equivalent and error universality of deep random features learning ICML 2023 Disentangling the Mechanisms Behind Implicit Regularization in SGD ICLR 2023 How Much Data Are Augmentations Worth? An Investigation into Scaling Laws, Invariance, and Implicit Regularization ICLR 2023 Implicit Balancing and Regularization: Generalization and Convergence Guarantees for Overparameterized Asymmetric Matrix Sensing COLT 2023 Implicit Jacobian regularization weighted with impurity of probability output ICML 2023 Implicit Regularization and Entrywise Convergence of Riemannian Optimization for Low Tucker-Rank Tensor Completion JMLR 2023 Implicit Regularization for Group Sparsity ICLR 2023 Implicit regularization in Heavy-ball momentum accelerated stochastic gradient descent ICLR 2023 Implicit Regularization in Over-Parameterized Support Vector Machine NeurIPS 2023 Implicit Regularization Leads to Benign Overfitting for Sparse Linear Regression ICML 2023 Implicit Regularization Towards Rank Minimization in ReLU Networks ALT 2023 Incremental Learning in Diagonal Linear Networks JMLR 2023 Loss Landscapes are All You Need: Neural Network Generalization Can Be Explained Without the Implicit Bias of Gradient Descent ICLR 2023 Naive imputation implicitly regularizes high-dimensional linear models ICML 2023 Offline Multi-Agent Reinforcement Learning with Implicit Global-to-Local Value Regularization NeurIPS 2023 On the spectral bias of two-layer linear networks NeurIPS 2023 Pose-Free Neural Radiance Fields via Implicit Pose Regularization ICCV 2023 Random Teachers are Good Teachers ICML 2023 Rank-1 Matrix Completion with Gradient Descent and Small Random Initialization NeurIPS 2023 (S)GD over Diagonal Linear Networks: Implicit bias, Large Stepsizes and Edge of Stability NeurIPS 2023