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zeroth-order optimization

102 papers

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Also known as

ZOO ZO

Co-occurring keywords

stochastic optimization (1060) black-box optimization (183) gradient estimation (150) nonconvex optimization (316) large language model (13587) adversarial attack (1621) non-convex optimization (547) query complexity (183) variance reduction (523) convex optimization (1321)

Papers

MAZE: Data-Free Model Stealing Attack Using Zeroth-Order Gradient Estimation CVPR 2021
High Probability Complexity Bounds for Line Search Based on Stochastic Oracles NIPS 2021
On the Convergence of Prior-Guided Zeroth-Order Optimization Algorithms NIPS 2021
Optimal Gradient-based Algorithms for Non-concave Bandit Optimization NIPS 2021
A Zeroth-Order Block Coordinate Descent Algorithm for Huge-Scale Black-Box Optimization ICML 2021
Instance-Dependent Bounds for Zeroth-order Lipschitz Optimization with Error Certificates NIPS 2021
Towards Query-Efficient Black-Box Adversary with Zeroth-Order Natural Gradient Descent AAAI 2020
Transfer Learning without Knowing: Reprogramming Black-box Machine Learning Models with Scarce Data and Limited Resources ICML 2020
Zeroth Order Non-convex optimization with Dueling-Choice Bandits UAI 2020
Min-Max Optimization without Gradients: Convergence and Applications to Black-Box Evasion and Poisoning Attacks ICML 2020
Learning the Globally Optimal Distributed LQ Regulator L4DC 2020
Accelerated Stochastic Gradient-free and Projection-free Methods ICML 2020
Distributionally Robust Bayesian Optimization AISTATS 2020
Zeroth-Order Stochastic Alternating Direction Method of Multipliers for Nonconvex Nonsmooth Optimization IJCAI 2019
ZO-AdaMM: Zeroth-Order Adaptive Momentum Method for Black-Box Optimization NIPS 2019
On the Design of Black-Box Adversarial Examples by Leveraging Gradient-Free Optimization and Operator Splitting Method ICCV 2019
Safe Convex Learning under Uncertain Constraints AISTATS 2019
Improved Zeroth-Order Variance Reduced Algorithms and Analysis for Nonconvex Optimization ICML 2019
Contrasting Exploration in Parameter and Action Space: A Zeroth-Order Optimization Perspective AISTATS 2019
Optimization of Smooth Functions with Noisy Observations: Local Minimax Rates NIPS 2018
Zeroth-Order Stochastic Variance Reduction for Nonconvex Optimization NIPS 2018
Zeroth-Order Online Alternating Direction Method of Multipliers: Convergence Analysis and Applications AISTATS 2018
A Generic Approach for Accelerating Stochastic Zeroth-Order Convex Optimization IJCAI 2018
Zeroth-order (Non)-Convex Stochastic Optimization via Conditional Gradient and Gradient Updates NIPS 2018
Stochastic Zeroth-order Optimization in High Dimensions AISTATS 2018