conftrace_

surrogate model

181 papers

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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

Objective Bound Conditional Gaussian Process for Bayesian Optimization ICML 2021
Exploiting Explanations for Model Inversion Attacks ICCV 2021
Consistency-Sensitivity Guided Ensemble Black-Box Adversarial Attacks in Low-Dimensional Spaces ICCV 2021
Modulating Surrogates for Bayesian Optimization ICML 2020
Black-Box Optimization with Local Generative Surrogates NIPS 2020
Learning Global Transparent Models consistent with Local Contrastive Explanations NIPS 2020
Validation of Approximate Likelihood and Emulator Models for Computationally Intensive Simulations AISTATS 2020
Learning Black-Box Attackers with Transferable Priors and Query Feedback NIPS 2020
Bridging the Gap between Sample-based and One-shot Neural Architecture Search with BONAS NIPS 2020
AdaTune: Adaptive Tensor Program Compilation Made Efficient NIPS 2020
Uncertainty-Aware Search Framework for Multi-Objective Bayesian Optimization AAAI 2020
Automatically Learning Compact Quality-aware Surrogates for Optimization Problems NIPS 2020
Mixed-Variable Bayesian Optimization IJCAI 2020
Model Watermarking for Image Processing Networks AAAI 2020
Batch simulations and uncertainty quantification in Gaussian process surrogate approximate Bayesian computation UAI 2020
Demystifying Black-box Models with Symbolic Metamodels NIPS 2019
Fuzzy-Classification Assisted Solution Preselection in Evolutionary Optimization AAAI 2019
Deep Bayesian Optimization on Attributed Graphs AAAI 2019
Improving Black-box Adversarial Attacks with a Transfer-based Prior NIPS 2019
Bayesian Learning of Conditional Kernel Mean Embeddings for Automatic Likelihood-Free Inference AISTATS 2019
Meta-Surrogate Benchmarking for Hyperparameter Optimization NIPS 2019
Contour location via entropy reduction leveraging multiple information sources NIPS 2018
Fast Information-theoretic Bayesian Optimisation ICML 2018
BOCK : Bayesian Optimization with Cylindrical Kernels ICML 2018
Bayesian Optimization with Tree-structured Dependencies ICML 2017