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

SurCo: Learning Linear SURrogates for COmbinatorial Nonlinear Optimization Problems ICML 2023
Optimizing Hyperparameters with Conformal Quantile Regression ICML 2023
A Neural PDE Solver with Temporal Stencil Modeling ICML 2023
Learning Neural PDE Solvers with Parameter-Guided Channel Attention ICML 2023
Disentangled Multi-Fidelity Deep Bayesian Active Learning ICML 2023
Surrogate Model Extension (SME): A Fast and Accurate Weight Update Attack on Federated Learning ICML 2023
Are Random Decompositions all we need in High Dimensional Bayesian Optimisation? ICML 2023
Describing the phonetics in the underlying speech attributes for deep and interpretable speaker recognition INTERSPEECH 2023
Graph of Circuits with GNN for Exploring the Optimal Design Space NIPS 2023
AircraftVerse: A Large-Scale Multimodal Dataset of Aerial Vehicle Designs NIPS 2023
PETAL: Physics Emulation Through Averaged Linearizations for Solving Inverse Problems NIPS 2023
Multilevel Bayesian Quadrature AISTATS 2023
Bayesian Optimization over High-Dimensional Combinatorial Spaces via Dictionary-based Embeddings AISTATS 2023
Learning to Optimize with Stochastic Dominance Constraints AISTATS 2023
Neural Operator: Learning Maps Between Function Spaces With Applications to PDEs JMLR 2023
PFNs4BO: In-Context Learning for Bayesian Optimization ICML 2023
Universal Physics-Informed Neural Networks: Symbolic Differential Operator Discovery with Sparse Data ICML 2023
Seq2Seq Surrogates of Epidemic Models to Facilitate Bayesian Inference AAAI 2023
Code-Aware Cross-Program Transfer Hyperparameter Optimization AAAI 2023
Boosting Adversarial Transferability by Achieving Flat Local Maxima NIPS 2023
Encoding Time-Series Explanations through Self-Supervised Model Behavior Consistency NIPS 2023
Training Meta-Surrogate Model for Transferable Adversarial Attack AAAI 2023
Learning Efficient Surrogate Dynamic Models with Graph Spline Networks NIPS 2023
Parallel-mentoring for Offline Model-based Optimization NIPS 2023
Landscape Surrogate: Learning Decision Losses for Mathematical Optimization Under Partial Information NIPS 2023