surrogate model

Graph Bayesian Optimization for Multiplex Influence Maximization AAAI 2024 HW-GPT-Bench: Hardware-Aware Architecture Benchmark for Language Models NeurIPS 2024 HypBO: Accelerating Black-Box Scientific Experiments Using Experts’ Hypotheses IJCAI 2024 HYSYNTH: Context-Free LLM Approximation for Guiding Program Synthesis NeurIPS 2024 In-Context Freeze-Thaw Bayesian Optimization for Hyperparameter Optimization ICML 2024 Incorporating Surrogate Gradient Norm to Improve Offline Optimization Techniques NeurIPS 2024 Information Bottleneck Based Data Correction in Continual Learning ECCV 2024 Interventionally Consistent Surrogates for Complex Simulation Models NeurIPS 2024 Inversion-based Latent Bayesian Optimization NeurIPS 2024 Learning flow functions of spiking systems L4DC 2024 Learning for CasADi: Data-driven Models in Numerical Optimization L4DC 2024 Learning relevant contextual variables within Bayesian optimization UAI 2024 Learning Surrogates for Offline Black-Box Optimization via Gradient Matching ICML 2024 Learning to Predict Structural Vibrations NeurIPS 2024 Learning to Rank for Active Learning via Multi-Task Bilevel Optimization UAI 2024 LRS: Enhancing Adversarial Transferability through Lipschitz Regularized Surrogate AAAI 2024 MLP-Mixer based surrogate model for seismic ground motion with spatial source and geometry parameters ACML 2024 Model Reconstruction Using Counterfactual Explanations: A Perspective From Polytope Theory NeurIPS 2024 Multi-fidelity Bayesian Optimization with Multiple Information Sources of Input-dependent Fidelity UAI 2024 Multiple Physics Pretraining for Spatiotemporal Surrogate Models NeurIPS 2024 Multiple-Source Localization from a Single-Snapshot Observation Using Graph Bayesian Optimization AAAI 2024 Offline Model-Based Optimization via Policy-Guided Gradient Search AAAI 2024 Partial observation can induce mechanistic mismatches in data-constrained models of neural dynamics NeurIPS 2024 Preference-Aware Constrained Multi-Objective Bayesian Optimization (Student Abstract) AAAI 2024 SLICE: Stabilized LIME for Consistent Explanations for Image Classification CVPR 2024