black-box optimization

Conservative Objective Models for Effective Offline Model-Based Optimization ICML 2021 Deep symbolic regression: Recovering mathematical expressions from data via risk-seeking policy gradients ICLR 2021 Dichotomous Optimistic Search to Quantify Human Perception ICML 2021 Enabling long-range exploration in minimization of multimodal functions UAI 2021 Finding and Certifying (Near-)Optimal Strategies in Black-Box Extensive-Form Games AAAI 2021 High-Dimensional Bayesian Optimization via Tree-Structured Additive Models AAAI 2021 Improving black-box optimization in VAE latent space using decoder uncertainty NeurIPS 2021 Instance-Dependent Bounds for Zeroth-order Lipschitz Optimization with Error Certificates NeurIPS 2021 Learning Space Partitions for Path Planning NeurIPS 2021 Mercer Features for Efficient Combinatorial Bayesian Optimization AAAI 2021 MetricOpt: Learning To Optimize Black-Box Evaluation Metrics CVPR 2021 Offline Model-Based Optimization via Normalized Maximum Likelihood Estimation ICLR 2021 On Lower Bounds for Standard and Robust Gaussian Process Bandit Optimization ICML 2021 On the Convergence of Prior-Guided Zeroth-Order Optimization Algorithms NeurIPS 2021 Optimising Automatic Calibration of Electric Muscle Stimulation AAAI 2021 Optimizing Black-box Metrics with Iterative Example Weighting ICML 2021 Optimizing Conditional Value-At-Risk of Black-Box Functions NeurIPS 2021 Tool- and Domain-Agnostic Parameterization of Style Transfer Effects Leveraging Pretrained Perceptual Metrics IJCAI 2021 Value-at-Risk Optimization with Gaussian Processes ICML 2021 Warm Starting CMA-ES for Hyperparameter Optimization AAAI 2021 With Measured Words: Simple Sentence Selection for Black-Box Optimization of Sentence Compression Algorithms EACL 2021 Amortized Bayesian Optimization over Discrete Spaces UAI 2020 An ADMM Based Framework for AutoML Pipeline Configuration AAAI 2020 Black-Box Optimization with Local Generative Surrogates NeurIPS 2020 Differentiation of Blackbox Combinatorial Solvers ICLR 2020