Browse State-of-the-Art › Bayesian Optimization › Papers, page 9

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 9 of 19: papers 801 to 900 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.

• LLM-USO: Large Language Model-based Universal Sizing Optimizer
  4 Feb 2025 0 repositories listed
• Meta-Prompt Optimization for LLM-Based Sequential Decision Making
  2 Feb 2025 0 repositories listed
• Covering Multiple Objectives with a Small Set of Solutions Using Bayesian Optimization
  31 Jan 2025 0 repositories listed
• Optimizing Through Change: Bounds and Recommendations for Time-Varying Bayesian Optimization Algorithms
  31 Jan 2025 0 repositories listed
• Pareto-frontier Entropy Search with Variational Lower Bound Maximization
  31 Jan 2025 0 repositories listed
• A Unified Framework for Entropy Search and Expected Improvement in Bayesian Optimization
  30 Jan 2025 0 repositories listed
• Bayesian Optimization with Preference Exploration by Monotonic Neural Network Ensemble
  30 Jan 2025 0 repositories listed
• A finite element-based machine learning model for hydro-mechanical analysis of swelling behavior in clay-sulfate rocks
  29 Jan 2025 0 repositories listed
• Machine-Learning-Enhanced Optimization of Noise-Resilient Variational Quantum Eigensolvers
  29 Jan 2025 0 repositories listed
• B-FPGM: Lightweight Face Detection via Bayesian-Optimized Soft FPGM Pruning
  28 Jan 2025 0 repositories listed
• Language-Based Bayesian Optimization Research Assistant (BORA)
  27 Jan 2025 0 repositories listed
• Co-Learning Bayesian Optimization
  23 Jan 2025 0 repositories listed
• Safety in safe Bayesian optimization and its ramifications for control
  23 Jan 2025 0 repositories listed
• Sample complexity of data-driven tuning of model hyperparameters in neural networks with structured parameter-dependent dual function
  23 Jan 2025 0 repositories listed
• Selecting Critical Scenarios of DER Adoption in Distribution Grids Using Bayesian Optimization
  23 Jan 2025 0 repositories listed
• Information-theoretic Bayesian Optimization: Survey and Tutorial
  22 Jan 2025 0 repositories listed
• Distributed Model Predictive Control Design for Multi-agent Systems via Bayesian Optimization
  22 Jan 2025 0 repositories listed
• Lipschitz Safe Bayesian Optimization for Automotive Control
  22 Jan 2025 0 repositories listed
• DeepEyeNet: Adaptive Genetic Bayesian Algorithm Based Hybrid ConvNeXtTiny Framework For Multi-Feature Glaucoma Eye Diagnosis
  19 Jan 2025 0 repositories listed
• Mathematical model of parameters relevance in adaptive level-crossing sampling for electrocardiogram signals
  18 Jan 2025 0 repositories listed
• QGAPHEnsemble : Combining Hybrid QLSTM Network Ensemble via Adaptive Weighting for Short Term Weather Forecasting
  18 Jan 2025 0 repositories listed
• Which price to pay? Auto-tuning building MPC controller for optimal economic cost
  18 Jan 2025 0 repositories listed
• On the convergence rate of noisy Bayesian Optimization with Expected Improvement
  16 Jan 2025 0 repositories listed
• Derivation of Output Correlation Inferences for Multi-Output (aka Multi-Task) Gaussian Process
  14 Jan 2025 0 repositories listed
• Optimizing Distributed Deployment of Mixture-of-Experts Model Inference in Serverless Computing
  9 Jan 2025 0 repositories listed
• Modeling All Response Surfaces in One for Conditional Search Spaces
  8 Jan 2025 0 repositories listed
• Robust COVID-19 Detection from Cough Sounds using Deep Neural Decision Tree and Forest: A Comprehensive Cross-Datasets Evaluation
  2 Jan 2025 0 repositories listed
• Predicting Barge Presence and Quantity on Inland Waterways using Vessel Tracking Data: A Machine Learning Approach
  31 Dec 2024 0 repositories listed
• Safe Bayesian Optimization for the Control of High-Dimensional Embodied Systems
  29 Dec 2024 0 repositories listed
• On Improved Regret Bounds In Bayesian Optimization with Gaussian Noise
  25 Dec 2024 0 repositories listed
• Automated Materials Discovery Platform Realized: Scanning Probe Microscopy of Combinatorial Libraries
  24 Dec 2024 0 repositories listed
• Bayesian Optimization of Bilevel Problems
  24 Dec 2024 0 repositories listed
• HyperQ-Opt: Q-learning for Hyperparameter Optimization
  23 Dec 2024 0 repositories listed
• Trading Devil RL: Backdoor attack via Stock market, Bayesian Optimization and Reinforcement Learning
  23 Dec 2024 0 repositories listed
• Unsupervised learning of spatially varying regularization for diffeomorphic image registration
  23 Dec 2024 0 repositories listed
• Shaping the Safety Boundaries: Understanding and Defending Against Jailbreaks in Large Language Models
  22 Dec 2024 0 repositories listed
• Bayesian Optimization for Unknown Cost-Varying Variable Subsets with No-Regret Costs
  20 Dec 2024 0 repositories listed
• A Comprehensive Forecasting Framework based on Multi-Stage Hierarchical Forecasting Reconciliation and Adjustment
  19 Dec 2024 0 repositories listed
• Indirect Query Bayesian Optimization with Integrated Feedback
  18 Dec 2024 0 repositories listed
• QPruner: Probabilistic Decision Quantization for Structured Pruning in Large Language Models
  16 Dec 2024 0 repositories listed
• Ba-ZebraConf: A Three-Dimension Bayesian Framework for Efficient System Troubleshooting
  15 Dec 2024 0 repositories listed
• Bayesian Optimization via Continual Variational Last Layer Training
  12 Dec 2024 0 repositories listed
• Bayesian optimized deep ensemble for uncertainty quantification of deep neural networks: a system safety case study on sodium fast reactor thermal stratification modeling
  11 Dec 2024 0 repositories listed
• Noise-Aware Bayesian Optimization Approach for Capacity Planning of the Distributed Energy Resources in an Active Distribution Network
  11 Dec 2024 0 repositories listed
• Epidemiological Model Calibration via Graybox Bayesian Optimization
  10 Dec 2024 0 repositories listed
• Hyperband-based Bayesian Optimization for Black-box Prompt Selection
  10 Dec 2024 0 repositories listed
• Stealthy and Robust Backdoor Attack against 3D Point Clouds through Additional Point Features
  10 Dec 2024 0 repositories listed
• MoSH: Modeling Multi-Objective Tradeoffs with Soft and Hard Bounds
  9 Dec 2024 0 repositories listed
• Elucidating microstructural influences on fatigue behavior for additively manufactured Hastelloy X using Bayesian-calibrated crystal plasticity model
  6 Dec 2024 0 repositories listed
• Semi-automated transmission control for motorcycle gearshift: design, data-driven tuning and experimental validation
  5 Dec 2024 0 repositories listed
• Un-evaluated Solutions May Be Valuable in Expensive Optimization
  5 Dec 2024 0 repositories listed
• ParetoFlow: Guided Flows in Multi-Objective Optimization
  4 Dec 2024 0 repositories listed
• Synergistic Development of Perovskite Memristors and Algorithms for Robust Analog Computing
  3 Dec 2024 0 repositories listed
• Time-Series-Informed Closed-loop Learning for Sequential Decision Making and Control
  3 Dec 2024 0 repositories listed
• CBOL-Tuner: Classifier-pruned Bayesian optimization to explore temporally structured latent spaces for particle accelerator tuning
  2 Dec 2024 0 repositories listed
• Accelerating Multimodal Large Language Models by Searching Optimal Vision Token Reduction
  30 Nov 2024 0 repositories listed
• BOTS: Batch Bayesian Optimization of Extended Thompson Sampling for Severely Episode-Limited RL Settings
  30 Nov 2024 0 repositories listed Syntology 3 ran (of which 2 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 1 where Syntology's instrument failed) · 6 unverified (of 9 harvested samples) · 9 pointer-only (licence)
• Derivation of Closed Form of Expected Improvement for Gaussian Process Trained on Log-Transformed Objective
  27 Nov 2024 0 repositories listed
• Joint Resource Optimization, Computation Offloading and Resource Slicing for Multi-Edge Traffic-Cognitive Networks
  26 Nov 2024 0 repositories listed
• A Parameter Adaptive Trajectory Tracking and Motion Control Framework for Autonomous Vehicle
  25 Nov 2024 0 repositories listed
• Local Bayesian Optimization for Controller Tuning with Crash Constraints
  25 Nov 2024 0 repositories listed
• Fine-Grained Alignment in Vision-and-Language Navigation through Bayesian Optimization
  22 Nov 2024 0 repositories listed
• IoT-Based 3D Pose Estimation and Motion Optimization for Athletes: Application of C3D and OpenPose
  19 Nov 2024 0 repositories listed
• Transformer Neural Processes -- Kernel Regression
  19 Nov 2024 0 repositories listed
• Tree Species Classification using Machine Learning and 3D Tomographic SAR -- a case study in Northern Europe
  19 Nov 2024 0 repositories listed
• CropCraft: Inverse Procedural Modeling for 3D Reconstruction of Crop Plants
  14 Nov 2024 0 repositories listed
• Collaborative and Federated Black-box Optimization: A Bayesian Optimization Perspective
  12 Nov 2024 0 repositories listed
• Alleviating Hyperparameter-Tuning Burden in SVM Classifiers for Pulmonary Nodules Diagnosis with Multi-Task Bayesian Optimization
  9 Nov 2024 0 repositories listed
• AMSnet-KG: A Netlist Dataset for LLM-based AMS Circuit Auto-Design Using Knowledge Graph RAG
  7 Nov 2024 0 repositories listed
• Harnessing the Power of Gradient-Based Simulations for Multi-Objective Optimization in Particle Accelerators
  7 Nov 2024 0 repositories listed
• Respecting the limit:Bayesian optimization with a bound on the optimal value
  7 Nov 2024 0 repositories listed
• Constrained composite Bayesian optimization for rational synthesis of polymeric particles
  6 Nov 2024 0 repositories listed
• Graph Agnostic Causal Bayesian Optimisation
  5 Nov 2024 0 repositories listed
• Conditional Latent Space Molecular Scaffold Optimization for Accelerated Molecular Design
  3 Nov 2024 0 repositories listed
• Transfer Learning for Finetuning Large Language Models
  2 Nov 2024 0 repositories listed
• EARL-BO: Reinforcement Learning for Multi-Step Lookahead, High-Dimensional Bayesian Optimization
  31 Oct 2024 0 repositories listed
• Reverse Attitude Statistics Based Star Map Identification Method
  31 Oct 2024 0 repositories listed
• Robust Gaussian Processes via Relevance Pursuit
  31 Oct 2024 0 repositories listed Syntology 17 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 4 honoured, 2 violated, 0 with no contract checked; 11 where Syntology's instrument failed) · 9 unverified (of 26 harvested samples) · 26 pointer-only (licence)
• HiBO: Hierarchical Bayesian Optimization via Adaptive Search Space Partitioning
  30 Oct 2024 0 repositories listed
• Multi-fidelity Machine Learning for Uncertainty Quantification and Optimization
  30 Oct 2024 0 repositories listed
• Bayesian Optimization for Hyperparameters Tuning in Neural Networks
  29 Oct 2024 0 repositories listed
• Bayesian optimization for robust robotic grasping using a sensorized compliant hand
  23 Oct 2024 0 repositories listed
• Global Optimization of Gaussian Process Acquisition Functions Using a Piecewise-Linear Kernel Approximation
  22 Oct 2024 0 repositories listed
• Near-Optimal Algorithm for Non-Stationary Kernelized Bandits
  21 Oct 2024 0 repositories listed
• Foundations of Adaptive High-Level Tight Control of Prostate Cancer: A Path from From Terminal Disease to Chronic Condition
  21 Oct 2024 0 repositories listed
• Unleashing the Potential of Multi-Channel Fusion in Retrieval for Personalized Recommendations
  21 Oct 2024 0 repositories listed
• Transferable Multi-Fidelity Bayesian Optimization for Radio Resource Management
  20 Oct 2024 0 repositories listed
• A Comparative Analysis of Nigeria's Power Sector with and without Grid-Scale Storage: Future Implications for Emission and Renewable Energy Integration
  19 Oct 2024 0 repositories listed
• Testing the Efficacy of Hyperparameter Optimization Algorithms in Short-Term Load Forecasting
  19 Oct 2024 0 repositories listed
• A Hybrid Feature Fusion Deep Learning Framework for Leukemia Cancer Detection in Microscopic Blood Sample Using Gated Recurrent Unit and Uncertainty Quantification
  18 Oct 2024 0 repositories listed
• The Traveling Bandit: A Framework for Bayesian Optimization with Movement Costs
  18 Oct 2024 0 repositories listed
• Gaussian Process Thompson Sampling via Rootfinding
  10 Oct 2024 0 repositories listed
• Safe Learning-Based Optimization of Model Predictive Control: Application to Battery Fast-Charging
  7 Oct 2024 0 repositories listed
• Rapid optimization in high dimensional space by deep kernel learning augmented genetic algorithms
  4 Oct 2024 0 repositories listed
• Expected Diverse Utility (EDU): Diverse Bayesian Optimization of Expensive Computer Simulators
  2 Oct 2024 0 repositories listed
• Optimistic Games for Combinatorial Bayesian Optimization with Application to Protein Design
  27 Sep 2024 0 repositories listed
• Jump Diffusion-Informed Neural Networks with Transfer Learning for Accurate American Option Pricing under Data Scarcity
  26 Sep 2024 0 repositories listed
• Safe Time-Varying Optimization based on Gaussian Processes with Spatio-Temporal Kernel
  26 Sep 2024 0 repositories listed
• AUGUR, A flexible and efficient optimization algorithm for identification of optimal adsorption sites
  24 Sep 2024 0 repositories listed
• Supply Risk-Aware Alloy Discovery and Design
  22 Sep 2024 0 repositories listed

Syntology lines on 2 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since 2026-09-28, the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.