conftrace_

lipschitz continuity

45 papers

Explore in graph

Co-occurring keywords

neural network (6616) regret bound (1926) lipchitz continuity (5) value function (295) reinforcement learning (4352) representation learning (6206) multi-armed bandit (1098) generalization bound (652) convergence guarantee (169) convergence rate (607)

Papers

Unraveling the Smoothness Properties of Diffusion Models: A Gaussian Mixture Perspective ICCV 2025
On the Distance from Calibration in Sequential Prediction COLT 2024
Improve Robustness of Reinforcement Learning against Observation Perturbations via l∞ Lipschitz Policy Networks AAAI 2024
Regret Bounds for Risk-sensitive Reinforcement Learning with Lipschitz Dynamic Risk Measures AISTATS 2024
Achieving Domain-Independent Certified Robustness via Knowledge Continuity NIPS 2024
Certifying Ensembles: A General Certification Theory with S-Lipschitzness ICML 2023
A graphon-signal analysis of graph neural networks NIPS 2023
Sparse Training with Lipschitz Continuous Loss Functions and a Weighted Group L0-norm Constraint JMLR 2023
Beyond the Golden Ratio for Variational Inequality Algorithms JMLR 2023
Learning Globally Smooth Functions on Manifolds ICML 2023
Differential Privacy has Bounded Impact on Fairness in Classification ICML 2023
Efficient displacement convex optimization with particle gradient descent ICML 2023
Stability Guarantees for Feature Attributions with Multiplicative Smoothing NIPS 2023
Vacant holes for unsupervised detection of the outliers in compact latent representation UAI 2023
Manifold-Preserving Transformers are Effective for Short-Long Range Encoding EMNLP 2023
Robust Multi-Agent Reinforcement Learning via Adversarial Regularization: Theoretical Foundation and Stable Algorithms NIPS 2023
Generalization bounds for neural ordinary differential equations and deep residual networks NIPS 2023
Spectral risk-based learning using unbounded losses AISTATS 2022
Extragradient Method: O(1/K) Last-Iterate Convergence for Monotone Variational Inequalities and Connections With Cocoercivity AISTATS 2022
Training Lipschitz Continuous Operators Using Reproducing Kernels L4DC 2022
Diffeomorphic Image Registration Using Lipschitz Continuous Residual Networks MIDL 2022
Certifying Incremental Quadratic Constraints for Neural Networks via Convex Optimization L4DC 2021
Dual-Mandate Patrols: Multi-Armed Bandits for Green Security AAAI 2021
Compressive Visual Representations NIPS 2021
Lipschitz Lifelong Reinforcement Learning AAAI 2021