lipschitz constant

Clipping the Price of Adaptivity at the Tail COLT 2026 Hierarchical End-to-End Taylor Bounds for Complete Neural Network Verification L4DC 2026 Certified Robustness Under Bounded Levenshtein Distance ICLR 2025 Every Call is Precious: Global Optimization of Black-Box Functions with Unknown Lipschitz Constants AISTATS 2025 Hessian Geometry of Latent Space in Generative Models ICML 2025 Learning to Incentivize in Repeated Principal-Agent Problems with Adversarial Agent Arrivals ICML 2025 Optimal Scheduling of Dynamic Transport COLT 2025 A provable control of sensitivity of neural networks through a direct parameterization of the overall bi-Lipschitzness NeurIPS 2024 Formal Verification of Unknown Stochastic Systems via Non-parametric Estimation AISTATS 2024 How Smooth Is Attention? ICML 2024 Lipschitz Singularities in Diffusion Models ICLR 2024 LRS: Enhancing Adversarial Transferability through Lipschitz Regularized Surrogate AAAI 2024 Non-Euclidean Monotone Operator Theory and Applications JMLR 2024 On the Scalability and Memory Efficiency of Semidefinite Programs for Lipschitz Constant Estimation of Neural Networks ICLR 2024 OPTIMAL ROBUST MEMORIZATION WITH RELU NEURAL NETWORKS ICLR 2024 Private Stochastic Convex Optimization with Heavy Tails: Near-Optimality from Simple Reductions NeurIPS 2024 Statistically Optimal Generative Modeling with Maximum Deviation from the Empirical Distribution ICML 2024 The Lipschitz-Variance-Margin Tradeoff for Enhanced Randomized Smoothing ICLR 2024 The Perception-Robustness Tradeoff in Deterministic Image Restoration ICML 2024 A Unified Algebraic Perspective on Lipschitz Neural Networks ICLR 2023 Beyond Uniform Lipschitz Condition in Differentially Private Optimization ICML 2023 Blackbox optimization of unimodal functions UAI 2023 Certified Robustness via Dynamic Margin Maximization and Improved Lipschitz Regularization NeurIPS 2023 Efficient Bound of Lipschitz Constant for Convolutional Layers by Gram Iteration ICML 2023 Exploiting Connections between Lipschitz Structures for Certifiably Robust Deep Equilibrium Models NeurIPS 2023