Browse State-of-the-Art › Bayesian Optimization › Papers, page 11

Bayesian Optimization

Papers archive 2025-07-28

archive papers tagged: 1,900 · with a code link: 686 · where Syntology ran a sample: 185 (148 with a run with no instrument failure, 37 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (185 of 1,900 tagged: 148 with a run with no instrument failure, 37 where every run was a failure of Syntology's instrument)

Page 11 of 19: papers 1,001 to 1,100 of 1,900, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• TS-RSR: A provably efficient approach for batch Bayesian Optimization
  7 Mar 2024 0 repositories listed
• Targeted Variance Reduction: Robust Bayesian Optimization of Black-Box Simulators with Noise Parameters
  6 Mar 2024 0 repositories listed
• Epsilon-Greedy Thompson Sampling to Bayesian Optimization
  1 Mar 2024 0 repositories listed
• Enhanced Bayesian Optimization via Preferential Modeling of Abstract Properties
  27 Feb 2024 0 repositories listed
• Towards a Digital Twin Framework in Additive Manufacturing: Machine Learning and Bayesian Optimization for Time Series Process Optimization
  27 Feb 2024 0 repositories listed
• Concurrent Learning of Policy and Unknown Safety Constraints in Reinforcement Learning
  24 Feb 2024 0 repositories listed
• Information-Theoretic Safe Bayesian Optimization
  23 Feb 2024 0 repositories listed
• A Systematic Review of Low-Rank and Local Low-Rank Matrix Approximation in Big Data Medical Imaging
  21 Feb 2024 0 repositories listed
• FlexHB: a More Efficient and Flexible Framework for Hyperparameter Optimization
  21 Feb 2024 0 repositories listed
• PI-CoF: A Bilevel Optimization Framework for Solving Active Learning Problems using Physics-Information
  21 Feb 2024 0 repositories listed
• Variational Entropy Search for Adjusting Expected Improvement
  17 Feb 2024 0 repositories listed
• Physics-based material parameters extraction from perovskite experiments via Bayesian optimization
  16 Feb 2024 0 repositories listed
• Transition Constrained Bayesian Optimization via Markov Decision Processes
  13 Feb 2024 0 repositories listed
• CURE: Simulation-Augmented Auto-Tuning in Robotics
  8 Feb 2024 0 repositories listed
• An Artificial Intelligence (AI) workflow for catalyst design and optimization
  7 Feb 2024 0 repositories listed
• Fully autonomous tuning of a spin qubit
  6 Feb 2024 0 repositories listed
• Poisson Process for Bayesian Optimization
  5 Feb 2024 0 repositories listed
• A Safe Reinforcement Learning driven Weights-varying Model Predictive Control for Autonomous Vehicle Motion Control
  4 Feb 2024 0 repositories listed
• PROSAC: Provably Safe Certification for Machine Learning Models under Adversarial Attacks
  4 Feb 2024 0 repositories listed
• Causal Bayesian Optimization via Exogenous Distribution Learning
  3 Feb 2024 0 repositories listed
• Enhancing Gaussian Process Surrogates for Optimization and Posterior Approximation via Random Exploration
  30 Jan 2024 0 repositories listed
• Bayesian optimization as a flexible and efficient design framework for sustainable process systems
  29 Jan 2024 0 repositories listed
• Bayesian Optimization through Gaussian Cox Process Models for Spatio-temporal Data
  25 Jan 2024 0 repositories listed
• Run-to-Run Control With Bayesian Optimization for Soft Landing of Short-Stroke Reluctance Actuators
  24 Jan 2024 0 repositories listed
• Integrating Human Expertise in Continuous Spaces: A Novel Interactive Bayesian Optimization Framework with Preference Expected Improvement
  23 Jan 2024 0 repositories listed
• Quantum Architecture Search with Unsupervised Representation Learning
  21 Jan 2024 0 repositories listed
• A Unified Gaussian Process for Branching and Nested Hyperparameter Optimization
  19 Jan 2024 0 repositories listed
• Learning-assisted Stochastic Capacity Expansion Planning: A Bayesian Optimization Approach
  19 Jan 2024 0 repositories listed
• Automatic dimensionality reduction of Twin-in-the-Loop Observers
  18 Jan 2024 0 repositories listed
• Deep learning enhanced mixed integer optimization: Learning to reduce model dimensionality
  17 Jan 2024 0 repositories listed
• Kernelized Normalizing Constant Estimation: Bridging Bayesian Quadrature and Bayesian Optimization
  11 Jan 2024 0 repositories listed
• Closed-loop Identification of a MSW Grate Incinerator using Bayesian Optimization for Selecting Model Inputs and Structure
  10 Jan 2024 0 repositories listed
• Optimized Ensemble Model Towards Secured Industrial IoT Devices
  10 Jan 2024 0 repositories listed
• A Multi-objective Newton Optimization Algorithm for Hyper-Parameter Search
  7 Jan 2024 0 repositories listed
• Improving sample efficiency of high dimensional Bayesian optimization with MCMC
  5 Jan 2024 0 repositories listed
• Beyond Regrets: Geometric Metrics for Bayesian Optimization
  3 Jan 2024 0 repositories listed
• Accelerating Black-Box Molecular Property Optimization by Adaptively Learning Sparse Subspaces
  2 Jan 2024 0 repositories listed
• Cross-Layer Optimization for Fault-Tolerant Deep Learning
  21 Dec 2023 0 repositories listed
• Improving search relevance of Azure Cognitive Search by Bayesian optimization
  13 Dec 2023 0 repositories listed
• Can LLMs Configure Software Tools
  11 Dec 2023 0 repositories listed
• Physics-Aware Multifidelity Bayesian Optimization: a Generalized Formulation
  10 Dec 2023 0 repositories listed
• Machine Learning Driven Sensitivity Analysis of E3SM Land Model Parameters for Wetland Methane Emissions
  5 Dec 2023 0 repositories listed
• Optimal Data Generation in Multi-Dimensional Parameter Spaces, using Bayesian Optimization
  4 Dec 2023 0 repositories listed
• Risk-Controlling Model Selection via Guided Bayesian Optimization
  4 Dec 2023 0 repositories listed
• Regret Optimality of GP-UCB
  3 Dec 2023 0 repositories listed
• A Bayesian approach for prompt optimization in pre-trained language models
  1 Dec 2023 0 repositories listed
• Practical Path-based Bayesian Optimization
  1 Dec 2023 0 repositories listed
• Scalable Meta-Learning with Gaussian Processes
  1 Dec 2023 0 repositories listed
• Automated discovery of trade-off between utility, privacy and fairness in machine learning models
  27 Nov 2023 0 repositories listed
• Controllable Expensive Multi-objective Learning with Warm-starting Bayesian Optimization
  26 Nov 2023 0 repositories listed
• Domain Knowledge Injection in Bayesian Search for New Materials
  26 Nov 2023 0 repositories listed
• Multi-Objective Bayesian Optimization with Active Preference Learning
  22 Nov 2023 0 repositories listed
• Multi-fidelity Bayesian Optimization in Engineering Design
  21 Nov 2023 0 repositories listed
• BOIS: Bayesian Optimization of Interconnected Systems
  19 Nov 2023 0 repositories listed
• Accelerating material discovery with a threshold-driven hybrid acquisition policy-based Bayesian optimization
  16 Nov 2023 0 repositories listed
• Data-Driven Moving Horizon Estimation Using Bayesian Optimization
  12 Nov 2023 0 repositories listed
• Optimal simulation-based Bayesian decisions
  9 Nov 2023 0 repositories listed
• Posterior Sampling-Based Bayesian Optimization with Tighter Bayesian Regret Bounds
  7 Nov 2023 0 repositories listed
• Multi-fidelity Bayesian Optimisation of Syngas Fermentation Simulators
  6 Nov 2023 0 repositories listed
• Safe Online Dynamics Learning with Initially Unknown Models and Infeasible Safety Certificates
  3 Nov 2023 0 repositories listed
• Safe Sequential Optimization for Switching Environments
  3 Nov 2023 0 repositories listed
• Batch Bayesian Optimization for Replicable Experimental Design
  2 Nov 2023 0 repositories listed
• Efficient Robust Bayesian Optimization for Arbitrary Uncertain Inputs
  31 Oct 2023 0 repositories listed
• PolyThrottle: Energy-efficient Neural Network Inference on Edge Devices
  30 Oct 2023 0 repositories listed
• RIS-aided Real-time Beam Tracking for a Mobile User via Bayesian Optimization
  29 Oct 2023 0 repositories listed
• ROM-Based Stochastic Optimization for a Continuous Manufacturing Process
  24 Oct 2023 0 repositories listed
• Hyperparameter optimization of hp-greedy reduced basis for gravitational wave surrogates
  23 Oct 2023 0 repositories listed
• Random Exploration in Bayesian Optimization: Order-Optimal Regret and Computational Efficiency
  23 Oct 2023 0 repositories listed
• Comparative Analysis of Machine Learning Algorithms for Solar Irradiance Forecasting in Smart Grids
  20 Oct 2023 0 repositories listed
• Computationally Efficient Electromagnetic Transient Power System Studies using Bayesian Optimization
  20 Oct 2023 0 repositories listed
• Parallel Bayesian Optimization Using Satisficing Thompson Sampling for Time-Sensitive Black-Box Optimization
  19 Oct 2023 0 repositories listed
• Estimating Material Properties of Interacting Objects Using Sum-GP-UCB
  18 Oct 2023 0 repositories listed
• Pareto Optimization to Accelerate Multi-Objective Virtual Screening
  16 Oct 2023 0 repositories listed
• Pseudo-Bayesian Optimization
  15 Oct 2023 0 repositories listed
• Constrained Bayesian Optimization with Adaptive Active Learning of Unknown Constraints
  12 Oct 2023 0 repositories listed
• Deep Kernel and Image Quality Estimators for Optimizing Robotic Ultrasound Controller using Bayesian Optimization
  11 Oct 2023 0 repositories listed
• A Latent Variable Approach for Non-Hierarchical Multi-Fidelity Adaptive Sampling
  5 Oct 2023 0 repositories listed
• RTDK-BO: High Dimensional Bayesian Optimization with Reinforced Transformer Deep kernels
  5 Oct 2023 0 repositories listed
• RUSOpt: Robotic UltraSound Probe Normalization with Bayesian Optimization for In-plane and Out-plane Scanning
  5 Oct 2023 0 repositories listed
• Vehicle Cabin Climate MPC Parameter Tuning Using Constrained Contextual Bayesian Optimization (C-CMES)
  5 Oct 2023 0 repositories listed
• Multi-rules mining algorithm for combinatorially exploded decision trees with modified Aitchison-Aitken function-based Bayesian optimization
  4 Oct 2023 0 repositories listed
• ProGO: Probabilistic Global Optimizer
  4 Oct 2023 0 repositories listed
• A Learning Based Scheme for Fair Timeliness in Sparse Gossip Networks
  2 Oct 2023 0 repositories listed
• Multi-Agent Bayesian Optimization with Coupled Black-Box and Affine Constraints
  2 Oct 2023 0 repositories listed
• Data-driven adaptive building thermal controller tuning with constraints: A primal-dual contextual Bayesian optimization approach
  1 Oct 2023 0 repositories listed
• Deterministic Langevin Unconstrained Optimization with Normalizing Flows
  1 Oct 2023 0 repositories listed
• 3D Reconstruction in Noisy Agricultural Environments: A Bayesian Optimization Perspective for View Planning
  29 Sep 2023 0 repositories listed
• Optimizing with Low Budgets: a Comparison on the Black-box Optimization Benchmarking Suite and OpenAI Gym
  29 Sep 2023 0 repositories listed
• Transfer Learning for Bayesian Optimization on Heterogeneous Search Spaces
  28 Sep 2023 0 repositories listed
• Parallel Multi-Objective Hyperparameter Optimization with Uniform Normalization and Bounded Objectives
  26 Sep 2023 0 repositories listed
• High-Dimensional Controller Tuning through Latent Representations
  21 Sep 2023 0 repositories listed
• Beyond Accuracy: Measuring Representation Capacity of Embeddings to Preserve Structural and Contextual Information
  20 Sep 2023 0 repositories listed
• Large-scale Pretraining Improves Sample Efficiency of Active Learning based Molecule Virtual Screening
  20 Sep 2023 0 repositories listed
• Optimize-via-Predict: Realizing out-of-sample optimality in data-driven optimization
  20 Sep 2023 0 repositories listed
• Reducing the Environmental Impact of Wireless Communication via Probabilistic Machine Learning
  19 Sep 2023 0 repositories listed
• A Fuzzy Cascaded Proportional-Derivative Controller for Under-actuated Flexible Joint Manipulators Using Bayesian Optimization
  14 Sep 2023 0 repositories listed
• Bayesian Quality-Diversity approaches for constrained optimization problems with mixed continuous, discrete and categorical variables
  11 Sep 2023 0 repositories listed
• Grey-box Bayesian Optimization for Sensor Placement in Assisted Living Environments
  11 Sep 2023 0 repositories listed
• Neural Latent Geometry Search: Product Manifold Inference via Gromov-Hausdorff-Informed Bayesian Optimization
  9 Sep 2023 0 repositories listed
• Decreasing the Computing Time of Bayesian Optimization using Generalizable Memory Pruning
  8 Sep 2023 0 repositories listed