Every Call is Precious: Global Optimization of Black-Box Functions with Unknown Lipschitz Constants

6 February 2025

Papers citing "Every Call is Precious: Global Optimization of Black-Box Functions with Unknown Lipschitz Constants"

20 / 20 papers shown

Title
ACING: Actor-Critic for Instruction Learning in Black-Box Large Language Models Salma Kharrat Fares Fourati Marco Canini LLMAG ALM 79 1 0 19 Nov 2024
Stochastic Q-learning for Large Discrete Action Spaces Fares Fourati Vaneet Aggarwal Mohamed-Slim Alouini OffRL 53 3 0 16 May 2024
Federated Combinatorial Multi-Agent Multi-Armed Bandits Fares Fourati Mohamed-Slim Alouini Vaneet Aggarwal FedML 45 6 0 09 May 2024
cmaes : A Simple yet Practical Python Library for CMA-ES Masahiro Nomura Masashi Shibata 86 22 0 02 Feb 2024
Combinatorial Stochastic-Greedy Bandit Fares Fourati Christopher J. Quinn Mohamed-Slim Alouini Vaneet Aggarwal 63 9 0 13 Dec 2023
Use Your INSTINCT: INSTruction optimization for LLMs usIng Neural bandits Coupled with Transformers Xiaoqiang Lin Zhaoxuan Wu Zhongxiang Dai Wenyang Hu Yao Shu See-Kiong Ng Patrick Jaillet Bryan Kian Hsiang Low 54 11 0 02 Oct 2023
InstructZero: Efficient Instruction Optimization for Black-Box Large Language Models Lichang Chen Jiuhai Chen Tom Goldstein Heng-Chiao Huang Dinesh Manocha 47 44 0 05 Jun 2023
Randomized Greedy Learning for Non-monotone Stochastic Submodular Maximization Under Full-bandit Feedback Fares Fourati Vaneet Aggarwal Christopher J. Quinn Mohamed-Slim Alouini 19 14 0 02 Feb 2023
SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization Marius Lindauer Katharina Eggensperger Matthias Feurer André Biedenkapp Difan Deng C. Benjamins Tim Ruhopf René Sass Frank Hutter 116 342 0 20 Sep 2021
No-Regret Bayesian Optimization with Unknown Hyperparameters Felix Berkenkamp Angela P. Schoellig Andreas Krause TPM 48 75 0 10 Jan 2019
A simple parameter-free and adaptive approach to optimization under a minimal local smoothness assumption Peter L. Bartlett Victor Gabillon Michal Valko 26 34 0 01 Oct 2018
A Tutorial on Bayesian Optimization P. Frazier GP 109 1,787 0 08 Jul 2018
Soft Actor-Critic: Off-Policy Maximum Entropy Deep Reinforcement Learning with a Stochastic Actor Tuomas Haarnoja Aurick Zhou Pieter Abbeel Sergey Levine 299 8,334 0 04 Jan 2018
Global optimization of Lipschitz functions C. Malherbe Nicolas Vayatis 51 119 0 07 Mar 2017
Global Continuous Optimization with Error Bound and Fast Convergence Kenji Kawaguchi Y. Maruyama Xiaoyu Zheng 26 24 0 17 Jul 2016
A ranking approach to global optimization C. Malherbe Nicolas Vayatis 30 8 0 14 Mar 2016
Finite-Time Analysis of Kernelised Contextual Bandits Michal Valko N. Korda Rémi Munos I. Flaounas N. Cristianini 185 273 0 26 Sep 2013
Rates of convergence in active learning Steve Hanneke 114 153 0 09 Mar 2011
Convergence rates of efficient global optimization algorithms Adam D. Bull 116 641 0 18 Jan 2011
Multi-Armed Bandits in Metric Spaces Robert D. Kleinberg Aleksandrs Slivkins E. Upfal 397 468 0 29 Sep 2008