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

GAR: Generalized Autoregression for Multi-Fidelity Fusion NIPS 2022
Optimal Local Explainer Aggregation for Interpretable Prediction AAAI 2022
Constrained Discrete Black-Box Optimization using Mixed-Integer Programming ICML 2022
Triangulation candidates for Bayesian optimization NIPS 2022
Proximal Exploration for Model-guided Protein Sequence Design ICML 2022
JAHS-Bench-201: A Foundation For Research On Joint Architecture And Hyperparameter Search NIPS 2022
Autoinverse: Uncertainty Aware Inversion of Neural Networks NIPS 2022
Washing The Unwashable : On The (Im)possibility of Fairwashing Detection NIPS 2022
Deep Surrogate Assisted Generation of Environments NIPS 2022
Human-AI Collaborative Bayesian Optimisation NIPS 2022
Fast Bayesian Inference with Batch Bayesian Quadrature via Kernel Recombination NIPS 2022
Solving PDE-Constrained Control Problems Using Operator Learning AAAI 2022
Explaining Hyperparameter Optimization via Partial Dependence Plots NIPS 2021
NAS-Bench-x11 and the Power of Learning Curves NIPS 2021
Combining Latent Space and Structured Kernels for Bayesian Optimization over Combinatorial Spaces NIPS 2021
An Empirical Study of Bayesian Optimization: Acquisition Versus Partition JMLR 2021
High-dimensional Bayesian optimization with sparse axis-aligned subspaces UAI 2021
Predicting and Explaining French Grammatical Gender NAACL 2021
Top-k Ranking Bayesian Optimization AAAI 2021
BORE: Bayesian Optimization by Density-Ratio Estimation ICML 2021
Asynchronous $ε$-Greedy Bayesian Optimisation UAI 2021
Nonmyopic Multifidelity Acitve Search ICML 2021
Towards Extracting Graph Neural Network Models via Prediction Queries (Student Abstract) AAAI 2021
Meta-learning Hyperparameter Performance Prediction with Neural Processes ICML 2021
Cost-aware Graph Generation: A Deep Bayesian Optimization Approach AAAI 2021