Browse State-of-the-Art › Bayesian Optimization › Papers, page 8

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 8 of 19: papers 701 to 800 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.

• Bayesian Optimization from Human Feedback: Near-Optimal Regret Bounds
  29 May 2025 0 repositories listed
• Global optimization of graph acquisition functions for neural architecture search
  29 May 2025 0 repositories listed
• Simplifying Bayesian Optimization Via In-Context Direct Optimum Sampling
  29 May 2025 0 repositories listed
• BOFormer: Learning to Solve Multi-Objective Bayesian Optimization via Non-Markovian RL
  28 May 2025 0 repositories listed
• Causal-PIK: Causality-based Physical Reasoning with a Physics-Informed Kernel
  28 May 2025 0 repositories listed
• T^2Agent A Tool-augmented Multimodal Misinformation Detection Agent with Monte Carlo Tree Search
  26 May 2025 0 repositories listed
• Composable Cross-prompt Essay Scoring by Merging Models
  24 May 2025 0 repositories listed
• HiLAB: A Hybrid Inverse-Design Framework
  23 May 2025 0 repositories listed
• Spectral Mixture Kernels for Bayesian Optimization
  23 May 2025 0 repositories listed
• Enhancing Monte Carlo Dropout Performance for Uncertainty Quantification
  21 May 2025 0 repositories listed
• Few-Shot Test-Time Optimization Without Retraining for Semiconductor Recipe Generation and Beyond
  21 May 2025 0 repositories listed
• Asymptotic Performance of Time-Varying Bayesian Optimization
  19 May 2025 0 repositories listed
• Reasoning BO: Enhancing Bayesian Optimization with Long-Context Reasoning Power of LLMs
  19 May 2025 0 repositories listed
• Data-Efficient Automatic Shaping of Liquid Droplets on an Air-Ferrofluid Interface with Bayesian Optimization
  18 May 2025 0 repositories listed
• Wasserstein Barycenter Gaussian Process based Bayesian Optimization
  18 May 2025 0 repositories listed
• Comparative Analysis of Black-Box Optimization Methods for Weather Intervention Design
  16 May 2025 0 repositories listed
• Constrained Preferential Bayesian Optimization and Its Application in Banner Ad Design
  16 May 2025 0 repositories listed
• Adaptive Linear Embedding for Nonstationary High-Dimensional Optimization
  16 May 2025 0 repositories listed
• Bidirectional Information Flow (BIF) -- A Sample Efficient Hierarchical Gaussian Process for Bayesian Optimization
  16 May 2025 0 repositories listed
• Convergence Rates of Constrained Expected Improvement
  16 May 2025 0 repositories listed
• Interim Report on Human-Guided Adaptive Hyperparameter Optimization with Multi-Fidelity Sprints
  14 May 2025 0 repositories listed
• Combining Bayesian Inference and Reinforcement Learning for Agent Decision Making: A Review
  12 May 2025 0 repositories listed
• A Computational Approach to Epilepsy Treatment: An AI-optimized Global Natural Product Prescription System
  10 May 2025 0 repositories listed
• Interpretable SHAP-bounded Bayesian Optimization for Underwater Acoustic Metamaterial Coating Design
  10 May 2025 0 repositories listed
• Device-Free Localization Using Multi-Link MIMO Channels in Distributed Antenna Networks
  7 May 2025 0 repositories listed
• Systematic Evaluation of Initial States and Exploration-Exploitation Strategies in PID Auto-Tuning: A Framework-Driven Approach Applied on Mobile Robots
  6 May 2025 0 repositories listed
• Scalable Unit Harmonization in Medical Informatics Using Bi-directional Transformers and Bayesian-Optimized BM25 and Sentence Embedding Retrieval
  1 May 2025 0 repositories listed
• Adaptive Replication Strategies in Trust-Region-Based Bayesian Optimization of Stochastic Functions
  29 Apr 2025 0 repositories listed
• Dynamic Fisher-weighted Model Merging via Bayesian Optimization
  26 Apr 2025 0 repositories listed
• Demonstration of an AI-driven workflow for dynamic x-ray spectroscopy
  23 Apr 2025 0 repositories listed
• Latent Bayesian Optimization via Autoregressive Normalizing Flows
  21 Apr 2025 0 repositories listed Syntology 5 ran (of which 2 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 2 where Syntology's instrument failed) · 5 unverified (of 10 harvested samples) · 10 pointer-only (licence)
• Risk-aware black-box portfolio construction using Bayesian optimization with adaptive weighted Lagrangian estimator
  18 Apr 2025 0 repositories listed
• AI-Powered Agile Analog Circuit Design and Optimization
  17 Apr 2025 0 repositories listed
• Collaborative Bayesian Optimization via Wasserstein Barycenters
  15 Apr 2025 0 repositories listed
• Interpretable Hybrid-Rule Temporal Point Processes
  15 Apr 2025 0 repositories listed
• Multi-objective Bayesian Optimization With Mixed-categorical Design Variables for Expensive-to-evaluate Aeronautical Applications
  14 Apr 2025 0 repositories listed
• Towards Scalable Bayesian Optimization via Gradient-Informed Bayesian Neural Networks
  14 Apr 2025 0 repositories listed
• Bayesian optimization for mixed variables using an adaptive dimension reduction process: applications to aircraft design
  11 Apr 2025 0 repositories listed
• Regularized infill criteria for multi-objective Bayesian optimization with application to aircraft design
  11 Apr 2025 0 repositories listed
• Deep Reinforcement Learning for Day-to-day Dynamic Tolling in Tradable Credit Schemes
  10 Apr 2025 0 repositories listed
• Gradient-based Sample Selection for Faster Bayesian Optimization
  10 Apr 2025 0 repositories listed
• The Power of the Pareto Front: Balancing Uncertain Rewards for Adaptive Experimentation in scanning probe microscopy
  9 Apr 2025 0 repositories listed
• AI-Assisted Transport of Radioactive Ion Beams
  8 Apr 2025 0 repositories listed
• Leveraging Axis-Aligned Subspaces for High-Dimensional Bayesian Optimization with Group Testing
  8 Apr 2025 0 repositories listed
• From Automation to Autonomy in Smart Manufacturing: A Bayesian Optimization Framework for Modeling Multi-Objective Experimentation and Sequential Decision Making
  5 Apr 2025 0 repositories listed
• Multi-Variable Batch Bayesian Optimization in Materials Research: Synthetic Data Analysis of Noise Sensitivity and Problem Landscape Effects
  4 Apr 2025 0 repositories listed
• Bayesian Optimization of Robustness Measures Using Randomized GP-UCB-based Algorithms under Input Uncertainty
  4 Apr 2025 0 repositories listed
• Migrating a Job Search Relevance Function
  2 Apr 2025 0 repositories listed
• Why risk matters for protein binder design
  31 Mar 2025 0 repositories listed
• Graph-Eq: Discovering Mathematical Equations using Graph Generative Models
  30 Mar 2025 0 repositories listed
• Confidence Adjusted Surprise Measure for Active Resourceful Trials (CA-SMART): A Data-driven Active Learning Framework for Accelerating Material Discovery under Resource Constraints
  27 Mar 2025 0 repositories listed
• Automated and Risk-Aware Engine Control Calibration Using Constrained Bayesian Optimization
  26 Mar 2025 0 repositories listed
• Bayesian Optimization of a Lightweight and Accurate Neural Network for Aerodynamic Performance Prediction
  25 Mar 2025 0 repositories listed
• Causal Bayesian Optimization with Unknown Graphs
  25 Mar 2025 0 repositories listed
• Optimal Parameter Adaptation for Safety-Critical Control via Safe Barrier Bayesian Optimization
  25 Mar 2025 0 repositories listed
• A Framework for Finding Local Saddle Points in Two-Player Zero-Sum Black-Box Games
  23 Mar 2025 0 repositories listed
• Bayesian Optimization for CVaR-based portfolio optimization
  22 Mar 2025 0 repositories listed
• Machine Learning - Driven Materials Discovery: Unlocking Next-Generation Functional Materials -- A minireview
  22 Mar 2025 0 repositories listed
• Preferential Multi-Objective Bayesian Optimization for Drug Discovery
  21 Mar 2025 0 repositories listed
• Robustness of deep learning classification to adversarial input on GPUs: asynchronous parallel accumulation is a source of vulnerability
  21 Mar 2025 0 repositories listed
• Aligning Crowd-sourced Human Feedback for Reinforcement Learning on Code Generation by Large Language Models
  19 Mar 2025 0 repositories listed
• Exploiting Prior Knowledge in Preferential Learning of Individualized Autonomous Vehicle Driving Styles
  19 Mar 2025 0 repositories listed
• Geometric Parameter Estimations of Perovskite Solar Cells Based on Optical Simulations
  13 Mar 2025 0 repositories listed
• HyperArm Bandit Optimization: A Novel approach to Hyperparameter Optimization and an Analysis of Bandit Algorithms in Stochastic and Adversarial Settings
  13 Mar 2025 0 repositories listed
• Safe exploration in reproducing kernel Hilbert spaces
  13 Mar 2025 0 repositories listed
• Large Scale Multi-Task Bayesian Optimization with Large Language Models
  11 Mar 2025 0 repositories listed
• Fully Unsupervised Annotation of C. Elegans
  10 Mar 2025 0 repositories listed
• Bayesian Optimization for Robust Identification of Ornstein-Uhlenbeck Model
  9 Mar 2025 0 repositories listed
• Clustering-based Meta Bayesian Optimization with Theoretical Guarantee
  8 Mar 2025 0 repositories listed
• Sample-aware Adaptive Structured Pruning for Large Language Models
  8 Mar 2025 0 repositories listed
• ULTHO: Ultra-Lightweight yet Efficient Hyperparameter Optimization in Deep Reinforcement Learning
  8 Mar 2025 0 repositories listed
• BARK: A Fully Bayesian Tree Kernel for Black-box Optimization
  7 Mar 2025 0 repositories listed
• MOHPER: Multi-objective Hyperparameter Optimization Framework for E-commerce Retrieval System
  7 Mar 2025 0 repositories listed
• Deterministic Global Optimization of the Acquisition Function in Bayesian Optimization: To Do or Not To Do?
  5 Mar 2025 0 repositories listed
• On the Data-Driven Modeling of Price-Responsive Flexible Loads: Formulation and Algorithm
  5 Mar 2025 0 repositories listed
• Improving Oil Slick Trajectory Simulations with Bayesian Optimization
  4 Mar 2025 0 repositories listed
• Constrained multi-fidelity Bayesian optimization with automatic stop condition
  3 Mar 2025 0 repositories listed
• A physics-informed Bayesian optimization method for rapid development of electrical machines
  1 Mar 2025 0 repositories listed
• Few-shot crack image classification using clip based on bayesian optimization
  1 Mar 2025 0 repositories listed
• Predicting Cascading Failures in Power Systems using Machine Learning
  1 Mar 2025 0 repositories listed
• ChatMol: A Versatile Molecule Designer Based on the Numerically Enhanced Large Language Model
  27 Feb 2025 0 repositories listed
• Bayesian Optimization for Controlled Image Editing via LLMs
  25 Feb 2025 0 repositories listed
• Faster, Cheaper, Better: Multi-Objective Hyperparameter Optimization for LLM and RAG Systems
  25 Feb 2025 0 repositories listed
• An Adversarial Analysis of Thompson Sampling for Full-information Online Learning: from Finite to Infinite Action Spaces
  20 Feb 2025 0 repositories listed
• Maximizing Spectrum Efficiency of Data-Carrying Reference Signals via Bayesian Optimization
  20 Feb 2025 0 repositories listed
• Universal Semantic Embeddings of Chemical Elements for Enhanced Materials Inference and Discovery
  19 Feb 2025 0 repositories listed
• Pushing the Limits of the Reactive Affine Shaker Algorithm to Higher Dimensions
  18 Feb 2025 0 repositories listed
• Uncertain Multi-Objective Recommendation via Orthogonal Meta-Learning Enhanced Bayesian Optimization
  18 Feb 2025 0 repositories listed
• Assessing the impacts of tradable credit schemes through agent-based simulation
  17 Feb 2025 0 repositories listed
• Enhancing Offline Model-Based RL via Active Model Selection: A Bayesian Optimization Perspective
  17 Feb 2025 0 repositories listed
• A Hybrid Transformer Model for Fake News Detection: Leveraging Bayesian Optimization and Bidirectional Recurrent Unit
  13 Feb 2025 0 repositories listed
• Adaptive Multi-Objective Bayesian Optimization for Capacity Planning of Hybrid Heat Sources in Electric-Heat Coupling Systems of Cold Regions
  13 Feb 2025 0 repositories listed
• Bayesian Optimization for Simultaneous Selection of Machine Learning Algorithms and Hyperparameters on Shared Latent Space
  13 Feb 2025 0 repositories listed
• Understanding High-Dimensional Bayesian Optimization
  13 Feb 2025 0 repositories listed
• Bayesian Optimization for Building Social-Influence-Free Consensus
  11 Feb 2025 0 repositories listed
• Bayesian Optimization by Kernel Regression and Density-based Exploration
  10 Feb 2025 0 repositories listed
• User-Preference Meets Pareto-Optimality: Multi-Objective Bayesian Optimization with Local Gradient Search
  10 Feb 2025 0 repositories listed
• MetaML-Pro: Cross-Stage Design Flow Automation for Efficient Deep Learning Acceleration
  9 Feb 2025 0 repositories listed
• Scalable Differentially Private Bayesian Optimization
  9 Feb 2025 0 repositories listed
• Towards Autonomous Experimentation: Bayesian Optimization over Problem Formulation Space for Accelerated Alloy Development
  9 Feb 2025 0 repositories listed

Syntology lines on 1 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.