conftrace_

derivative-free optimization

44 papers

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Also known as

DFO

Co-occurring keywords

stochastic optimization (1060) large language model (13587) sample complexity (1169) policy optimization (657) few-shot learning (3398) zero-order optimization (25) prompt tuning (391) hyperparameter optimization (406) convergence rate (607) zeroth-order optimization (102)

Papers

Video and Language Alignment in 2D Systems for 3D Multi-object Scenes with Multi-Information Derivative-Free Control WACV 2026
Scalable Acceleration for Classification-Based Derivative-Free Optimization AAAI 2025
TaCOS: Task-Specific Camera Optimization with Simulation WACV 2025
Black-Box Test-Time Prompt Tuning for Vision-Language Models AAAI 2025
Minibatch Stochastic Three Points Method for Unconstrained Smooth Minimization AAAI 2024
Black-Box Forgetting NIPS 2024
Decision-Making for Land Conservation: A Derivative-Free Optimization Framework with Nonlinear Inputs AAAI 2024
Make Prompt-based Black-Box Tuning Colorful: Boosting Model Generalization from Three Orthogonal Perspectives COLING 2024
PocketLLM: Enabling On-Device Fine-Tuning for Personalized LLMs ACL 2024
Complexity of Derivative-Free Policy Optimization for Structured $\mathcal{H}_\infty$ Control NIPS 2023
Genetic Prompt Search via Exploiting Language Model Probabilities IJCAI 2023
When Gradient Descent Meets Derivative-Free Optimization: A Match Made in Black-Box Scenario ACL 2023
Efficient Cross-Task Prompt Tuning for Few-Shot Conversational Emotion Recognition EMNLP 2023
Learning-to-Learn to Guide Random Search: Derivative-Free Meta Blackbox Optimization on Manifold L4DC 2023
Clip-Tuning: Towards Derivative-free Prompt Learning with a Mixture of Rewards EMNLP 2022
Black-Box Tuning for Language-Model-as-a-Service ICML 2022
Generalizing Gaussian Smoothing for Random Search ICML 2022
Black-Box Generalization: Stability of Zeroth-Order Learning NIPS 2022
Outside the Echo Chamber: Optimizing the Performative Risk ICML 2021
Direct-Search for a Class of Stochastic Min-Max Problems AISTATS 2021
Derivative-Free Policy Optimization for Linear Risk-Sensitive and Robust Control Design: Implicit Regularization and Sample Complexity NIPS 2021
Finding Intelligible Consonant-Vowel Sounds Using High-Quality Articulatory Synthesis INTERSPEECH 2020
Black Box Submodular Maximization: Discrete and Continuous Settings AISTATS 2020
Derivative-Free Methods for Policy Optimization: Guarantees for Linear Quadratic Systems JMLR 2020
Exploiting Higher Order Smoothness in Derivative-free Optimization and Continuous Bandits NIPS 2020