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lipschitz continuity

45 papers

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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

Lipschitz Continuity Guided Knowledge Distillation ICCV 2021
Lipschitz normalization for self-attention layers with application to graph neural networks ICML 2021
Lipschitz Continuous Autoencoders in Application to Anomaly Detection AISTATS 2020
On the Power of Compressed Sensing with Generative Models ICML 2020
Regret Bounds without Lipschitz Continuity: Online Learning with Relative-Lipschitz Losses NIPS 2020
Smoothed Geometry for Robust Attribution NIPS 2020
Off-Policy Interval Estimation with Lipschitz Value Iteration NIPS 2020
Controllable Orthogonalization in Training DNNs CVPR 2020
Artificial Constraints and Hints for Unbounded Online Learning COLT 2019
Plug-and-Play Methods Provably Converge with Properly Trained Denoisers ICML 2019
Unleashing Linear Optimizers for Group-Fair Learning and Optimization COLT 2018
Optimal Algorithms for Non-Smooth Distributed Optimization in Networks NIPS 2018
Dimensionality Reduction has Quantifiable Imperfections: Two Geometric Bounds NIPS 2018
Reachability Analysis of Deep Neural Networks with Provable Guarantees IJCAI 2018
Lipschitz Continuity in Model-based Reinforcement Learning ICML 2018
rho-POMDPs have Lipschitz-Continuous epsilon-Optimal Value Functions NIPS 2018
Certified Computation from Unreliable Datasets COLT 2018
BPGrad: Towards Global Optimality in Deep Learning via Branch and Pruning CVPR 2018
Improved Regret Bounds for Undiscounted Continuous Reinforcement Learning ICML 2015
Multi-armed bandits on implicit metric spaces NIPS 2011