surrogate model

Active Learning for Derivative-Based Global Sensitivity Analysis with Gaussian Processes NeurIPS 2024 Active Learning Guided by Efficient Surrogate Learners AAAI 2024 Active Learning with LLMs for Partially Observed and Cost-Aware Scenarios NeurIPS 2024 Advancing Generalized Transfer Attack with Initialization Derived Bilevel Optimization and Dynamic Sequence Truncation IJCAI 2024 A Study of Bayesian Neural Network Surrogates for Bayesian Optimization ICLR 2024 Bayesian Optimisation with Unknown Hyperparameters: Regret Bounds Logarithmically Closer to Optimal NeurIPS 2024 COMBAT: Alternated Training for Effective Clean-Label Backdoor Attacks AAAI 2024 Constrained Bayesian Optimization under Partial Observations: Balanced Improvements and Provable Convergence AAAI 2024 Counterfactual Metarules for Local and Global Recourse ICML 2024 DALD: Improving Logits-based Detector without Logits from Black-box LLMs NeurIPS 2024 Data Poisoning Quantization Backdoor Attack ECCV 2024 Derivative-enhanced Deep Operator Network NeurIPS 2024 DPIC: Decoupling Prompt and Intrinsic Characteristics for LLM Generated Text Detection NeurIPS 2024 DrivAerNet++: A Large-Scale Multimodal Car Dataset with Computational Fluid Dynamics Simulations and Deep Learning Benchmarks NeurIPS 2024 Efficient Black-box Adversarial Attacks via Bayesian Optimization Guided by a Function Prior ICML 2024 Efficient Hyperparameter Optimization with Adaptive Fidelity Identification CVPR 2024 Energy-conserving equivariant GNN for elasticity of lattice architected metamaterials ICLR 2024 Event-triggered safe Bayesian optimization on quadcopters L4DC 2024 Fair Classifiers that Abstain without Harm ICLR 2024 Faithful and Efficient Explanations for Neural Networks via Neural Tangent Kernel Surrogate Models ICLR 2024 FUSE: Fast Unified Simulation and Estimation for PDEs NeurIPS 2024 Generative Adversarial Model-Based Optimization via Source Critic Regularization NeurIPS 2024 Generative Modeling of Molecular Dynamics Trajectories NeurIPS 2024 Geometry-Guided Conditional Adaptation for Surrogate Models of Large-Scale 3D PDEs on Arbitrary Geometries IJCAI 2024 Gliding over the Pareto Front with Uniform Designs NeurIPS 2024