zeroth-order optimization

Zeroth Order Non-convex optimization with Dueling-Choice Bandits UAI 2020 AutoZOOM: Autoencoder-Based Zeroth Order Optimization Method for Attacking Black-Box Neural Networks AAAI 2019 Contrasting Exploration in Parameter and Action Space: A Zeroth-Order Optimization Perspective AISTATS 2019 Improved Zeroth-Order Variance Reduced Algorithms and Analysis for Nonconvex Optimization ICML 2019 On the Design of Black-Box Adversarial Examples by Leveraging Gradient-Free Optimization and Operator Splitting Method ICCV 2019 Query-Efficient Hard-label Black-box Attack: An Optimization-based Approach ICLR 2019 Safe Convex Learning under Uncertain Constraints AISTATS 2019 signSGD via Zeroth-Order Oracle ICLR 2019 Towards Gradient Free and Projection Free Stochastic Optimization AISTATS 2019 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 NeurIPS 2019 A Generic Approach for Accelerating Stochastic Zeroth-Order Convex Optimization IJCAI 2018 Optimization of Smooth Functions with Noisy Observations: Local Minimax Rates NeurIPS 2018 Stochastic Zeroth-order Optimization in High Dimensions AISTATS 2018 Zeroth-order (Non)-Convex Stochastic Optimization via Conditional Gradient and Gradient Updates NeurIPS 2018 Zeroth-Order Online Alternating Direction Method of Multipliers: Convergence Analysis and Applications AISTATS 2018 Zeroth-Order Stochastic Variance Reduction for Nonconvex Optimization NeurIPS 2018 A Comprehensive Linear Speedup Analysis for Asynchronous Stochastic Parallel Optimization from Zeroth-Order to First-Order NeurIPS 2016 Highly-Smooth Zero-th Order Online Optimization COLT 2016 Escaping the Local Minima via Simulated Annealing: Optimization of Approximately Convex Functions COLT 2015 Finite Sample Convergence Rates of Zero-Order Stochastic Optimization Methods NeurIPS 2012