conftrace_

zeroth-order optimization

102 papers

Explore in graph

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

SODA: Robust Training of Test-Time Data Adaptors NIPS 2023
Zeroth-order Optimization with Weak Dimension Dependency COLT 2023
Adversarial Robustness in Discontinuous Spaces via Alternating Sampling & Descent WACV 2023
A Second-Order Method for Stochastic Bandit Convex Optimisation COLT 2023
Direct Training of SNN using Local Zeroth Order Method NIPS 2023
Generating Private Synthetic Data with Genetic Algorithms ICML 2023
Sample Complexity for Quadratic Bandits: Hessian Dependent Bounds and Optimal Algorithms NIPS 2023
Agile Catching with Whole-Body MPC and Blackbox Policy Learning L4DC 2023
Zeroth-Order Optimization for Composite Problems with Functional Constraints AAAI 2022
Risk-Averse No-Regret Learning in Online Convex Games ICML 2022
Black-Box Generalization: Stability of Zeroth-Order Learning NIPS 2022
Zeroth-Order Methods for Convex-Concave Min-max Problems: Applications to Decision-Dependent Risk Minimization AISTATS 2022
Accelerated Zeroth-Order and First-Order Momentum Methods from Mini to Minimax Optimization JMLR 2022
Stochastic Zeroth-Order Optimization under Nonstationarity and Nonconvexity JMLR 2022
Gradient-Free Method for Heavily Constrained Nonconvex Optimization ICML 2022
Adversarial Eigen Attack on Black-Box Models CVPR 2022
Improve Single-Point Zeroth-Order Optimization Using High-Pass and Low-Pass Filters ICML 2022
Sliding-Seeking Control: Model-Free Optimization with Safety Constraints L4DC 2022
Zeroth-Order Hard-Thresholding: Gradient Error vs. Expansivity NIPS 2022
The power of first-order smooth optimization for black-box non-smooth problems ICML 2022
Improved Regret for Zeroth-Order Stochastic Convex Bandits COLT 2021
Optimal Cost Design for Model Predictive Control L4DC 2021
Dueling Convex Optimization ICML 2021
Zeroth-Order Non-Convex Learning via Hierarchical Dual Averaging ICML 2021
Efficient On-Chip Learning for Optical Neural Networks Through Power-Aware Sparse Zeroth-Order Optimization AAAI 2021