margin maximization

Flavors of Margin: Implicit Bias of Steepest Descent in Homogeneous Neural Networks JMLR 2026 COMM: Concentrated Margin Maximization for Robust Document-Level Relation Extraction AAAI 2025 Do Mice Grok? Glimpses of Hidden Progress in Sensory Cortex ICLR 2025 Expanding the Scope of Negatives: Boosting Image-Text Matching with Negatives Distribution Guided Learning AAAI 2025 Flavors of Margin: Implicit Bias of Steepest Descent in Homogeneous Neural Networks ICLR 2025 Fourier Circuits in Neural Networks and Transformers: A Case Study of Modular Arithmetic with Multiple Inputs AISTATS 2025 Robust Automatic Modulation Classification with Fuzzy Regularization ICML 2025 Achieving Margin Maximization Exponentially Fast via Progressive Norm Rescaling ICML 2024 Benign overfitting in leaky ReLU networks with moderate input dimension NeurIPS 2024 Feature emergence via margin maximization: case studies in algebraic tasks ICLR 2024 MICS: Midpoint Interpolation To Learn Compact and Separated Representations for Few-Shot Class-Incremental Learning WACV 2024 Multi-Class Support Vector Machine with Maximizing Minimum Margin AAAI 2024 The Implicit Bias of Adam on Separable Data NeurIPS 2024 Benign Overfitting in Linear Classifiers and Leaky ReLU Networks from KKT Conditions for Margin Maximization COLT 2023 Certified Robustness via Dynamic Margin Maximization and Improved Lipschitz Regularization NeurIPS 2023 Domain Adaptation for Sentiment Analysis Using Robust Internal Representations EMNLP 2023 Faster Margin Maximization Rates for Generic Optimization Methods NeurIPS 2023 Implicit Bias of Gradient Descent for Logistic Regression at the Edge of Stability NeurIPS 2023 Margin-based Neural Network Watermarking ICML 2023 On Accelerated Perceptrons and Beyond ICLR 2023 ExactBoost: Directly Boosting the Margin in Combinatorial and Non-decomposable Metrics AISTATS 2022 Gradient Methods Provably Converge to Non-Robust Networks NeurIPS 2022 On Margin Maximization in Linear and ReLU Networks NeurIPS 2022 Quantum perceptron revisited: Computational-statistical tradeoffs UAI 2022 Fast margin maximization via dual acceleration ICML 2021