conftrace_

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

Stochastic Zeroth-Order Optimization under Strongly Convexity and Lipschitz Hessian: Minimax Sample Complexity NIPS 2024
Online Newton Method for Bandit Convex Optimisation Extended Abstract COLT 2024
Zeroth-Order Sampling Methods for Non-Log-Concave Distributions: Alleviating Metastability by Denoising Diffusion NIPS 2024
AdaZeta: Adaptive Zeroth-Order Tensor-Train Adaption for Memory-Efficient Large Language Models Fine-Tuning EMNLP 2024
Unlocking Black-Box Prompt Tuning Efficiency via Zeroth-Order Optimization EMNLP 2024
Quantum Algorithms for Non-smooth Non-convex Optimization NIPS 2024
Learning Sampling Policy to Achieve Fewer Queries for Zeroth-Order Optimization AISTATS 2024
Bandits with Preference Feedback: A Stackelberg Game Perspective NIPS 2024
ReLIZO: Sample Reusable Linear Interpolation-based Zeroth-order Optimization NIPS 2024
Zeroth-order Stochastic Approximation Algorithms for DR-submodular Optimization JMLR 2024
ZO-AdaMU Optimizer: Adapting Perturbation by the Momentum and Uncertainty in Zeroth-Order Optimization AAAI 2024
Natural Light Can Also Be Dangerous: Traffic Sign Misinterpretation Under Adversarial Natural Light Attacks WACV 2024
Robust and Faster Zeroth-Order Minimax Optimization: Complexity and Applications NIPS 2024
Minibatch Stochastic Three Points Method for Unconstrained Smooth Minimization AAAI 2024
Generating Private Synthetic Data with Genetic Algorithms ICML 2023
SODA: Robust Training of Test-Time Data Adaptors NIPS 2023
Escaping saddle points in zeroth-order optimization: the power of two-point estimators ICML 2023
Fine-Grained Theoretical Analysis of Federated Zeroth-Order Optimization NIPS 2023
Fine-Tuning Language Models with Just Forward Passes NIPS 2023
Direct Training of SNN using Local Zeroth Order Method NIPS 2023
Zeroth-Order Methods for Nondifferentiable, Nonconvex, and Hierarchical Federated Optimization NIPS 2023
Federated Online and Bandit Convex Optimization ICML 2023
Single Point-Based Distributed Zeroth-Order Optimization with a Non-Convex Stochastic Objective Function ICML 2023
A Second-Order Method for Stochastic Bandit Convex Optimisation COLT 2023
Zeroth-order Optimization with Weak Dimension Dependency COLT 2023