regularization

Adapting to Evolving Adversaries with Regularized Continual Robust Training ICML 2025 BaWA: Automatic Optimizing Pruning Metric for Large Language Models with Balanced Weight and Activation ICML 2025 FedSSI: Rehearsal-Free Continual Federated Learning with Synergistic Synaptic Intelligence ICML 2025 Generalized additive models via direct optimization of regularized decision stump forests ICML 2025 Grokking Beyond the Euclidean Norm of Model Parameters ICML 2025 Knowledge-Guided Wasserstein Distributionally Robust Optimization ICML 2025 Learning to Trust Bellman Updates: Selective State-Adaptive Regularization for Offline RL ICML 2025 Mirror, Mirror of the Flow: How Does Regularization Shape Implicit Bias? ICML 2025 Model Immunization from a Condition Number Perspective ICML 2025 MOGIC: Metadata-infused Oracle Guidance for Improved Extreme Classification ICML 2025 Regularized Langevin Dynamics for Combinatorial Optimization ICML 2025 Scalable Sobolev IPM for Probability Measures on a Graph ICML 2025 Spurious Correlations in High Dimensional Regression: The Roles of Regularization, Simplicity Bias and Over-Parameterization ICML 2025 Stochastic Layer-Wise Shuffle for Improving Vision Mamba Training ICML 2025 Towards the Causal Complete Cause of Multi-Modal Representation Learning ICML 2025 Weakly Supervised Anomaly Detection via Dual-Tailed Kernel ICML 2025 A Statistical Theory of Regularization-Based Continual Learning ICML 2024 Dealing With Unbounded Gradients in Stochastic Saddle-point Optimization ICML 2024 Decoding-time Realignment of Language Models ICML 2024 Discounted Adaptive Online Learning: Towards Better Regularization ICML 2024 Fast Decision Boundary based Out-of-Distribution Detector ICML 2024 Improved Operator Learning by Orthogonal Attention ICML 2024 Learning from Memory: Non-Parametric Memory Augmented Self-Supervised Learning of Visual Features ICML 2024 MS$^3$D: A RG Flow-Based Regularization for GAN Training with Limited Data ICML 2024 Overestimation, Overfitting, and Plasticity in Actor-Critic: the Bitter Lesson of Reinforcement Learning ICML 2024