SOTAVerified

Bayesian Optimization

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 501–550 of 1900 papers

TitleStatusHype
Causal Bayesian Optimization via Exogenous Distribution Learning—0
Enhancing Gaussian Process Surrogates for Optimization and Posterior Approximation via Random Exploration—0
Bayesian optimization as a flexible and efficient design framework for sustainable process systems—0
Bayesian Optimization through Gaussian Cox Process Models for Spatio-temporal Data—0
Run-to-Run Control With Bayesian Optimization for Soft Landing of Short-Stroke Reluctance Actuators—0
Explainable Bayesian OptimizationCode0
Integrating Human Expertise in Continuous Spaces: A Novel Interactive Bayesian Optimization Framework with Preference Expected Improvement—0
Quantum Architecture Search with Unsupervised Representation Learning—0
A Unified Gaussian Process for Branching and Nested Hyperparameter Optimization—0
Simulation Based Bayesian OptimizationCode0
Learning-assisted Stochastic Capacity Expansion Planning: A Bayesian Optimization Approach—0
Automatic dimensionality reduction of Twin-in-the-Loop Observers—0
Deep learning enhanced mixed integer optimization: Learning to reduce model dimensionality—0
Kernelized Normalizing Constant Estimation: Bridging Bayesian Quadrature and Bayesian Optimization—0
Optimized Ensemble Model Towards Secured Industrial IoT Devices—0
Closed-loop Identification of a MSW Grate Incinerator using Bayesian Optimization for Selecting Model Inputs and Structure—0
A Multi-objective Newton Optimization Algorithm for Hyper-Parameter Search—0
SeqNAS: Neural Architecture Search for Event Sequence ClassificationCode0
Improving sample efficiency of high dimensional Bayesian optimization with MCMC—0
Beyond Regrets: Geometric Metrics for Bayesian Optimization—0
An Invariant Information Geometric Method for High-Dimensional Online OptimizationCode0
Accelerating Black-Box Molecular Property Optimization by Adaptively Learning Sparse Subspaces—0
Efficient Hyperparameter Optimization with Adaptive Fidelity IdentificationCode1
PG-LBO: Enhancing High-Dimensional Bayesian Optimization with Pseudo-Label and Gaussian Process GuidanceCode0
Bayesian Inverse Transfer in Evolutionary Multiobjective OptimizationCode0
Bayesian optimized physics-informed neural network for estimating wave propagation velocitiesCode1
Cross-Layer Optimization for Fault-Tolerant Deep Learning—0
Domain Invariant Learning for Gaussian Processes and Bayesian ExplorationCode0
Improving Environment Robustness of Deep Reinforcement Learning Approaches for Autonomous Racing Using Bayesian Optimization-based Curriculum LearningCode0
Stochastic Bayesian Optimization with Unknown Continuous Context Distribution via Kernel Density EstimationCode0
Probabilistic learning of the Purkinje network from the electrocardiogramCode1
auto-sktime: Automated Time Series ForecastingCode1
Improving search relevance of Azure Cognitive Search by Bayesian optimization—0
Event-Triggered Safe Bayesian Optimization on QuadcoptersCode0
Towards Safe Multi-Task Bayesian OptimizationCode0
GP+: A Python Library for Kernel-based learning via Gaussian ProcessesCode1
Can LLMs Configure Software Tools—0
Physics-Aware Multifidelity Bayesian Optimization: a Generalized Formulation—0
Using Large Language Models for Hyperparameter OptimizationCode1
Constrained Bayesian Optimization Under Partial Observations: Balanced Improvements and Provable ConvergenceCode0
Machine Learning Driven Sensitivity Analysis of E3SM Land Model Parameters for Wetland Methane Emissions—0
Optimal Data Generation in Multi-Dimensional Parameter Spaces, using Bayesian Optimization—0
Risk-Controlling Model Selection via Guided Bayesian Optimization—0
Regret Optimality of GP-UCB—0
Practical Path-based Bayesian Optimization—0
A Bayesian approach for prompt optimization in pre-trained language models—0
Scalable Meta-Learning with Gaussian Processes—0
Automated discovery of trade-off between utility, privacy and fairness in machine learning models—0
Controllable Expensive Multi-objective Learning with Warm-starting Bayesian Optimization—0
Domain Knowledge Injection in Bayesian Search for New Materials—0
Show:102550
← PrevPage 11 of 38Next →

No leaderboard results yet.