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Bayesian Optimization

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Showing 101–150 of 1900 papers

TitleStatusHype
BINOCULARS for Efficient, Nonmyopic Sequential Experimental DesignCode1
A General Recipe for Likelihood-free Bayesian OptimizationCode1
Enabling Uncertainty Estimation in Iterative Neural NetworksCode1
Improving Accuracy of Interpretability Measures in Hyperparameter Optimization via Bayesian Algorithm ExecutionCode1
Bayesian Optimization for auto-tuning GPU kernelsCode1
Leveraging Trust for Joint Multi-Objective and Multi-Fidelity OptimizationCode1
Fast Bayesian Optimization of Needle-in-a-Haystack Problems using Zooming Memory-Based Initialization (ZoMBI)Code1
Federated Bayesian Optimization via Thompson SamplingCode1
A Hybrid Method for Condition Monitoring and Fault Diagnosis of Rolling Bearings With Low System DelayCode1
GASP: Efficient Black-Box Generation of Adversarial Suffixes for Jailbreaking LLMsCode1
Bayesian Neural Architecture Search using A Training-Free Performance MetricCode1
GOLLuM: Gaussian Process Optimized LLMs -- Reframing LLM Finetuning through Bayesian OptimizationCode1
Simple and Efficient Hard Label Black-box Adversarial Attacks in Low Query Budget RegimesCode1
HASCO: Towards Agile HArdware and Software CO-design for Tensor ComputationCode1
Active Offline Policy SelectionCode1
High-Dimensional Bayesian Optimization via Tree-Structured Additive ModelsCode1
Bayesian Optimization Meets Self-DistillationCode1
High-Dimensional Contextual Policy Search with Unknown Context Rewards using Bayesian OptimizationCode1
A Sober Look at LLMs for Material Discovery: Are They Actually Good for Bayesian Optimization Over Molecules?Code1
Alignment of Density Maps in Wasserstein DistanceCode1
Hyperband: A Novel Bandit-Based Approach to Hyperparameter OptimizationCode1
Improving Attacks on Round-Reduced Speck32/64 Using Deep LearningCode1
AdaLead: A simple and robust adaptive greedy search algorithm for sequence designCode1
Batched Energy-Entropy acquisition for Bayesian OptimizationCode1
InstructZero: Efficient Instruction Optimization for Black-Box Large Language ModelsCode1
Inversion-based Latent Bayesian OptimizationCode1
Autotuning Apache TVM-based Scientific Applications Using Bayesian OptimizationCode1
Bayesian Algorithm Execution: Estimating Computable Properties of Black-box Functions Using Mutual InformationCode1
Bayesian Optimization of Antibodies Informed by a Generative Model of Evolving SequencesCode1
Automated Hyperparameter Optimization Challenge at CIKM 2021 AnalyticCupCode1
AutoLRS: Automatic Learning-Rate Schedule by Bayesian Optimization on the FlyCode1
Pre-trained Gaussian Processes for Bayesian OptimizationCode1
Adaptive and Safe Bayesian Optimization in High Dimensions via One-Dimensional SubspacesCode1
Amortized Probabilistic Conditioning for Optimization, Simulation and InferenceCode1
auto-sktime: Automated Time Series ForecastingCode1
AutoTune: Automatically Tuning Convolutional Neural Networks for Improved Transfer LearningCode1
BANANAS: Bayesian Optimization with Neural Architectures for Neural Architecture SearchCode1
Batched Bayesian optimization by maximizing the probability of including the optimumCode1
Accelerating high-throughput virtual screening through molecular pool-based active learningCode1
Bayesian Generational Population-Based TrainingCode1
Auditing Privacy Defenses in Federated Learning via Generative Gradient LeakageCode1
An Asymptotically Optimal Multi-Armed Bandit Algorithm and Hyperparameter OptimizationCode1
Anvil: An integration of artificial intelligence, sampling techniques, and a combined CAD-CFD toolCode1
Bayesian Optimization of Function NetworksCode1
Bayesian Optimization of Sampling Densities in MRICode1
Bayesian Optimization over Discrete and Mixed Spaces via Probabilistic ReparameterizationCode1
Bayesian Optimization over Permutation SpacesCode1
Bayesian Optimization with Automatic Prior Selection for Data-Efficient Direct Policy SearchCode1
Bayesian Optimization with High-Dimensional OutputsCode1
AutoOED: Automated Optimal Experiment Design PlatformCode1
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