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Bayesian Optimization

Papers

Showing 151200 of 1900 papers

TitleStatusHype
BO-SA-PINNs: Self-adaptive physics-informed neural networks based on Bayesian optimization for automatically designing PDE solversCode1
BOSS: Bayesian Optimization over String SpacesCode1
BANANAS: Bayesian Optimization with Neural Architectures for Neural Architecture SearchCode1
Bounce: Reliable High-Dimensional Bayesian Optimization for Combinatorial and Mixed SpacesCode1
Causal Discovery via Bayesian OptimizationCode1
ChamNet: Towards Efficient Network Design through Platform-Aware Model AdaptationCode1
CobBO: Coordinate Backoff Bayesian Optimization with Two-Stage KernelsCode1
Combinatorial 3D Shape Generation via Sequential AssemblyCode1
Automated Hyperparameter Optimization Challenge at CIKM 2021 AnalyticCupCode1
Cost-aware Bayesian Optimization via the Pandora's Box Gittins IndexCode1
Deep Gaussian Process-based Multi-fidelity Bayesian Optimization for Simulated Chemical ReactorsCode1
Deep-n-Cheap: An Automated Search Framework for Low Complexity Deep LearningCode1
Denoising Autoencoders for fast Combinatorial Black Box OptimizationCode1
Anvil: An integration of artificial intelligence, sampling techniques, and a combined CAD-CFD toolCode1
Bayesian Generational Population-Based TrainingCode1
Differential Evolution for Neural Architecture SearchCode1
auto-sktime: Automated Time Series ForecastingCode1
Does Long-Term Series Forecasting Need Complex Attention and Extra Long Inputs?Code1
AutoPrognosis: Automated Clinical Prognostic Modeling via Bayesian Optimization with Structured Kernel LearningCode1
Dynamic Causal Bayesian OptimizationCode1
Efficient Automatic Tuning for Data-driven Model Predictive Control via Meta-LearningCode1
Efficient Hyperparameter Optimization with Adaptive Fidelity IdentificationCode1
BINOCULARS for Efficient, Nonmyopic Sequential Experimental DesignCode1
Efficient Nonmyopic Bayesian Optimization via One-Shot Multi-Step TreesCode1
AutoTune: Automatically Tuning Convolutional Neural Networks for Improved Transfer LearningCode1
Auditing Privacy Defenses in Federated Learning via Generative Gradient LeakageCode1
Leveraging Trust for Joint Multi-Objective and Multi-Fidelity OptimizationCode1
Explainable Fuzzy Neural Network with Multi-Fidelity Reinforcement Learning for Micro-Architecture Design Space ExplorationCode1
Federated Bayesian Optimization via Thompson SamplingCode1
FlexiBO: A Decoupled Cost-Aware Multi-Objective Optimization Approach for Deep Neural NetworksCode1
Advancing Bayesian Optimization via Learning Correlated Latent SpaceCode1
Gemini: Dynamic Bias Correction for Autonomous Experimentation and Molecular SimulationCode1
GOLLuM: Gaussian Process Optimized LLMs -- Reframing LLM Finetuning through Bayesian OptimizationCode1
GP+: A Python Library for Kernel-based learning via Gaussian ProcessesCode1
A hyperparameter-tuning approach to automated inverse planningCode1
HASCO: Towards Agile HArdware and Software CO-design for Tensor ComputationCode1
Accelerating Bayesian Optimization for Biological Sequence Design with Denoising AutoencodersCode1
A Sober Look at LLMs for Material Discovery: Are They Actually Good for Bayesian Optimization Over Molecules?Code1
Quantifying the Effects of Contact Tracing, Testing, and Containment Measures in the Presence of Infection HotspotsCode1
High-Dimensional Bayesian Optimization with Sparse Axis-Aligned SubspacesCode1
Improving Attacks on Round-Reduced Speck32/64 Using Deep LearningCode1
A stacked DCNN to predict the RUL of a turbofan engineCode1
AutoOED: Automated Optimal Experiment Design PlatformCode1
Increasing the Scope as You Learn: Adaptive Bayesian Optimization in Nested SubspacesCode1
A Study of Bayesian Neural Network Surrogates for Bayesian OptimizationCode1
A survey and benchmark of high-dimensional Bayesian optimization of discrete sequencesCode1
Inversion-based Latent Bayesian OptimizationCode1
IOHanalyzer: Detailed Performance Analyses for Iterative Optimization HeuristicsCode1
Autotuning Apache TVM-based Scientific Applications Using Bayesian OptimizationCode1
Bayesian Neural Architecture Search using A Training-Free Performance MetricCode1
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