surrogate model

Stronger and Transferable Node Injection Attacks AAAI 2024 Surrogate Active Subspaces for Jump-Discontinuous Functions AISTATS 2024 Surrogate Bayesian Networks for Approximating Evolutionary Games AISTATS 2024 The Well: a Large-Scale Collection of Diverse Physics Simulations for Machine Learning NeurIPS 2024 Transferable Embedding Inversion Attack: Uncovering Privacy Risks in Text Embeddings without Model Queries ACL 2024 Transferable Facial Privacy Protection against Blind Face Restoration via Domain-Consistent Adversarial Obfuscation ICML 2024 Uncertainty Quantification for Forward and Inverse Problems of PDEs via Latent Global Evolution AAAI 2024 Active Learning for Single Neuron Models with Lipschitz Non-Linearities AISTATS 2023 AircraftVerse: A Large-Scale Multimodal Dataset of Aerial Vehicle Designs NeurIPS 2023 A Multi-Surrogate Assisted Salp Swarm Feature Selection Algorithm with Multi-Population Adaptive Generation Strategy for Classification ACML 2023 A Neural PDE Solver with Temporal Stencil Modeling ICML 2023 Are Random Decompositions all we need in High Dimensional Bayesian Optimisation? ICML 2023 Bayesian Optimization over High-Dimensional Combinatorial Spaces via Dictionary-based Embeddings AISTATS 2023 Boosting Adversarial Transferability by Achieving Flat Local Maxima NeurIPS 2023 Code-Aware Cross-Program Transfer Hyperparameter Optimization AAAI 2023 Computationally Efficient High-Dimensional Bayesian Optimization via Variable Selection AutoML 2023 Data-Driven Machine Learning Models for a Multi-Objective Flapping Fin Unmanned Underwater Vehicle Control System AAAI 2023 Deep Ranking Ensembles for Hyperparameter Optimization ICLR 2023 Describing the phonetics in the underlying speech attributes for deep and interpretable speaker recognition Interspeech 2023 Diffusion Models Beat GANs on Topology Optimization AAAI 2023 Disentangled Multi-Fidelity Deep Bayesian Active Learning ICML 2023 Distill n’ Explain: explaining graph neural networks using simple surrogates AISTATS 2023 EA-HAS-Bench: Energy-aware Hyperparameter and Architecture Search Benchmark ICLR 2023 Encoding Time-Series Explanations through Self-Supervised Model Behavior Consistency NeurIPS 2023 Evolve Smoothly, Fit Consistently: Learning Smooth Latent Dynamics For Advection-Dominated Systems ICLR 2023