surrogate model

Symbolic Explanations for Hyperparameter Optimization AutoML 2023 Training Meta-Surrogate Model for Transferable Adversarial Attack AAAI 2023 Universal Physics-Informed Neural Networks: Symbolic Differential Operator Discovery with Sparse Data ICML 2023 A General Recipe for Likelihood-free Bayesian Optimization ICML 2022 AirfRANS: High Fidelity Computational Fluid Dynamics Dataset for Approximating Reynolds-Averaged Navier–Stokes Solutions NeurIPS 2022 Are You Stealing My Model? Sample Correlation for Fingerprinting Deep Neural Networks NeurIPS 2022 Attacking deep networks with surrogate-based adversarial black-box methods is easy ICLR 2022 Autoinverse: Uncertainty Aware Inversion of Neural Networks NeurIPS 2022 BayCon: Model-agnostic Bayesian Counterfactual Generator IJCAI 2022 Blackbox Attacks via Surrogate Ensemble Search NeurIPS 2022 Boosting Black-Box Attack With Partially Transferred Conditional Adversarial Distribution CVPR 2022 Boosting the Transferability of Adversarial Attacks with Reverse Adversarial Perturbation NeurIPS 2022 Constrained Discrete Black-Box Optimization using Mixed-Integer Programming ICML 2022 Deep Learning for Model Correction in Cardiac Electrophysiological Imaging MIDL 2022 Deep Surrogate Assisted Generation of Environments NeurIPS 2022 Exploring Effective Data for Surrogate Training Towards Black-Box Attack CVPR 2022 Fast Bayesian Inference with Batch Bayesian Quadrature via Kernel Recombination NeurIPS 2022 Fourier Representations for Black-Box Optimization over Categorical Variables AAAI 2022 GAR: Generalized Autoregression for Multi-Fidelity Fusion NeurIPS 2022 Human-AI Collaborative Bayesian Optimisation NeurIPS 2022 JAHS-Bench-201: A Foundation For Research On Joint Architecture And Hyperparameter Search NeurIPS 2022 Multi-objective Bayesian optimization over high-dimensional search spaces UAI 2022 NAS-Bench-Suite-Zero: Accelerating Research on Zero Cost Proxies NeurIPS 2022 OMLT: Optimization & Machine Learning Toolkit JMLR 2022 On Uncertainty Estimation by Tree-based Surrogate Models in Sequential Model-based Optimization AISTATS 2022