conftrace_

surrogate model

181 papers

Explore in graph

Co-occurring keywords

bayesian optimization (624) gaussian process (1200) hyperparameter optimization (406) acquisition function (129) black-box optimization (183) adversarial attack (1621) neural network (6616) partial differential equation (222) graph neural network (3962) multi-objective optimization (364)

Papers

Derivative-Informed Neural Operator Acceleration of Geometric MCMC for Infinite-Dimensional Bayesian Inverse Problems JMLR 2025
Bayesian Optimisation with Unknown Hyperparameters: Regret Bounds Logarithmically Closer to Optimal NIPS 2024
SLICE: Stabilized LIME for Consistent Explanations for Image Classification CVPR 2024
Constrained Bayesian Optimization under Partial Observations: Balanced Improvements and Provable Convergence AAAI 2024
Surrogate Bayesian Networks for Approximating Evolutionary Games AISTATS 2024
Stronger and Transferable Node Injection Attacks AAAI 2024
Multiple-Source Localization from a Single-Snapshot Observation Using Graph Bayesian Optimization AAAI 2024
Model Reconstruction Using Counterfactual Explanations: A Perspective From Polytope Theory NIPS 2024
COMBAT: Alternated Training for Effective Clean-Label Backdoor Attacks AAAI 2024
HypBO: Accelerating Black-Box Scientific Experiments Using Experts’ Hypotheses IJCAI 2024
Derivative-enhanced Deep Operator Network NIPS 2024
Graph Bayesian Optimization for Multiplex Influence Maximization AAAI 2024
LRS: Enhancing Adversarial Transferability through Lipschitz Regularized Surrogate AAAI 2024
Incorporating Surrogate Gradient Norm to Improve Offline Optimization Techniques NIPS 2024
Learning for CasADi: Data-driven Models in Numerical Optimization L4DC 2024
Generative Modeling of Molecular Dynamics Trajectories NIPS 2024
Learning flow functions of spiking systems L4DC 2024
DrivAerNet++: A Large-Scale Multimodal Car Dataset with Computational Fluid Dynamics Simulations and Deep Learning Benchmarks NIPS 2024
Offline Model-Based Optimization via Policy-Guided Gradient Search AAAI 2024
Active Learning with LLMs for Partially Observed and Cost-Aware Scenarios NIPS 2024
Active Learning Guided by Efficient Surrogate Learners AAAI 2024
HW-GPT-Bench: Hardware-Aware Architecture Benchmark for Language Models NIPS 2024
Preference-Aware Constrained Multi-Objective Bayesian Optimization (Student Abstract) AAAI 2024
Transferable Embedding Inversion Attack: Uncovering Privacy Risks in Text Embeddings without Model Queries ACL 2024
Advancing Generalized Transfer Attack with Initialization Derived Bilevel Optimization and Dynamic Sequence Truncation IJCAI 2024