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Bayesian Optimization

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Showing 876–900 of 1900 papers

TitleStatusHype
Tetra-AML: Automatic Machine Learning via Tensor Networks—0
ytopt: Autotuning Scientific Applications for Energy Efficiency at Large Scales—0
Towards Reliable Uncertainty Quantification via Deep Ensembles in Multi-output Regression Task—0
Preference-Aware Constrained Multi-Objective Bayesian Optimization—0
AdaCL:Adaptive Continual LearningCode0
Bayesian Optimization for Function Compositions with Applications to Dynamic PricingCode0
Protein Sequence Design with Batch Bayesian OptimisationCode0
Gaussian Max-Value Entropy Search for Multi-Agent Bayesian OptimizationCode0
Preference-Aware Delivery Planning for Last-Mile LogisticsCode0
Active Learning and Bayesian Optimization: a Unified Perspective to Learn with a Goal—0
Comparison of High-Dimensional Bayesian Optimization Algorithms on BBOBCode0
Bayesian Kernelized Tensor Factorization as Surrogate for Bayesian Optimization—0
Constrained Bayesian Optimization for Automatic Underwater Vehicle Hull DesignCode0
Global optimization in the discrete and variable-dimension conformational space: The case of crystal with the strongest atomic cohesion—0
Guiding the Sequential Experiments in Autonomous Experimentation Platforms through EI-based Bayesian Optimization and Bayesian Model Averaging—0
Calibrated Regression Against An Adversary Without Regret—0
Adaptive Sampling for Probabilistic Forecasting under Distribution Shift—0
Heterogeneous Neuronal and Synaptic Dynamics for Spike-Efficient Unsupervised Learning: Theory and Design Principles—0
Quantifying uncertainty for deep learning based forecasting and flow-reconstruction using neural architecture search ensembles—0
Rapid Design of Top-Performing Metal-Organic Frameworks with Qualitative Representations of Building BlocksCode0
Robust expected improvement for Bayesian optimization—0
Unleashing the Potential of Acquisition Functions in High-Dimensional Bayesian OptimizationCode0
Enhancing Machine Learning Model Performance with Hyper Parameter Optimization: A Comparative Study—0
Scalable Bayesian optimization with high-dimensional outputs using randomized prior networksCode0
Transfer Learning for Bayesian Optimization: A Survey—0
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