black-box optimization

Macro Placement by Wire-Mask-Guided Black-Box Optimization NeurIPS 2023 MetaBox: A Benchmark Platform for Meta-Black-Box Optimization with Reinforcement Learning NeurIPS 2023 Mixed-Variable Black-Box Optimisation Using Value Proposal Trees AAAI 2023 Multi-Fidelity Bayesian Optimization with Unreliable Information Sources AISTATS 2023 Neural Network Accelerated Implicit Filtering: Integrating Neural Network Surrogates With Provably Convergent Derivative Free Optimization Methods ICML 2023 OPT-GAN: A Broad-Spectrum Global Optimizer for Black-Box Problems by Learning Distribution AAAI 2023 PROTES: Probabilistic Optimization with Tensor Sampling NeurIPS 2023 PS-AAS: Portfolio Selection for Automated Algorithm Selection in Black-Box Optimization AutoML 2023 Rectified Pessimistic-Optimistic Learning for Stochastic Continuum-armed Bandit with Constraints L4DC 2023 Self-Adjusting Weighted Expected Improvement for Bayesian Optimization AutoML 2023 Survival of the Most Influential Prompts: Efficient Black-Box Prompt Search via Clustering and Pruning EMNLP 2023 “Why Not Looking backward?” A Robust Two-Step Method to Automatically Terminate Bayesian Optimization NeurIPS 2023 Zeroth-order Optimization with Weak Dimension Dependency COLT 2023 A General Recipe for Likelihood-free Bayesian Optimization ICML 2022 Analytically Tractable Hidden-States Inference in Bayesian Neural Networks JMLR 2022 Bayesian Optimization over Discrete and Mixed Spaces via Probabilistic Reparameterization NeurIPS 2022 Bayesian Optimization under Stochastic Delayed Feedback ICML 2022 Bidirectional Learning for Offline Infinite-width Model-based Optimization NeurIPS 2022 Black-Box Tuning for Language-Model-as-a-Service ICML 2022 Constrained Discrete Black-Box Optimization using Mixed-Integer Programming ICML 2022 Deep Black-Box Reinforcement Learning with Movement Primitives CoRL 2022 Design-Bench: Benchmarks for Data-Driven Offline Model-Based Optimization ICML 2022 Dimensionality Reduction and Prioritized Exploration for Policy Search AISTATS 2022 Fourier Representations for Black-Box Optimization over Categorical Variables AAAI 2022 Gaussian Process Bandit Optimization with Few Batches AISTATS 2022