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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 10 of 19: papers 901 to 1,000 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-Optimized One-Step Diffusion Model with Knowledge Distillation for Real-Time 3D Human Motion Prediction
  19 Sep 2024 0 repositories listed
• SANE: Strategic Autonomous Non-Smooth Exploration for Multiple Optima Discovery in Multi-modal and Non-differentiable Black-box Functions
  18 Sep 2024 0 repositories listed
• Safe and Stable Closed-Loop Learning for Neural-Network-Supported Model Predictive Control
  16 Sep 2024 0 repositories listed
• Automated design of nonreciprocal thermal emitters via Bayesian optimization
  13 Sep 2024 0 repositories listed
• What makes a good concept anyway ?
  10 Sep 2024 0 repositories listed
• PACSBO: Probably approximately correct safe Bayesian optimization
  2 Sep 2024 0 repositories listed
• Regret Analysis for Randomized Gaussian Process Upper Confidence Bound
  2 Sep 2024 0 repositories listed
• FastBO: Fast HPO and NAS with Adaptive Fidelity Identification
  1 Sep 2024 0 repositories listed
• Bayesian Optimization for Non-Convex Two-Stage Stochastic Optimization Problems
  30 Aug 2024 0 repositories listed
• Safe Bayesian Optimization for Complex Control Systems via Additive Gaussian Processes
  29 Aug 2024 0 repositories listed
• On the effectiveness of smartphone IMU sensors and Deep Learning in the detection of cardiorespiratory conditions
  27 Aug 2024 0 repositories listed
• Gravix: Active Learning for Gravitational Waves Classification Algorithms
  18 Aug 2024 0 repositories listed
• An Offline Meta Black-box Optimization Framework for Adaptive Design of Urban Traffic Light Management Systems
  14 Aug 2024 0 repositories listed
• Beyond Inter-Item Relations: Dynamic Adaption for Enhancing LLM-Based Sequential Recommendation
  14 Aug 2024 0 repositories listed
• Differentiating Policies for Non-Myopic Bayesian Optimization
  14 Aug 2024 0 repositories listed
• Dynamic Exclusion of Low-Fidelity Data in Bayesian Optimization for Autonomous Beamline Alignment
  13 Aug 2024 0 repositories listed
• Artificial Neural Network and Deep Learning: Fundamentals and Theory
  12 Aug 2024 0 repositories listed
• Generalizing Few Data to Unseen Domains Flexibly Based on Label Smoothing Integrated with Distributionally Robust Optimization
  9 Aug 2024 0 repositories listed
• High dimensional Bayesian Optimization via Condensing-Expansion Projection
  9 Aug 2024 0 repositories listed
• Maximum a Posteriori Estimation for Linear Structural Dynamics Models Using Bayesian Optimization with Rational Polynomial Chaos Expansions
  7 Aug 2024 0 repositories listed
• Few-shot Scooping Under Domain Shift via Simulated Maximal Deployment Gaps
  6 Aug 2024 0 repositories listed
• Surrogate-guided optimization in quantum networks
  24 Jul 2024 0 repositories listed
• Addressing Out-of-Distribution Challenges in Image Semantic Communication Systems with Multi-modal Large Language Models
  22 Jul 2024 0 repositories listed
• Trading Devil Final: Backdoor attack via Stock market and Bayesian Optimization
  21 Jul 2024 0 repositories listed
• Hyperparameter Optimization for Driving Strategies Based on Reinforcement Learning
  19 Jul 2024 0 repositories listed
• Automated and Holistic Co-design of Neural Networks and ASICs for Enabling In-Pixel Intelligence
  18 Jul 2024 0 repositories listed
• Temperature Distribution Prediction in Laser Powder Bed Fusion using Transferable and Scalable Graph Neural Networks
  18 Jul 2024 0 repositories listed
• Distribution System Reconfiguration to Mitigate Load Altering Attacks via Stackelberg Games
  9 Jul 2024 0 repositories listed
• Automated Computational Energy Minimization of ML Algorithms using Constrained Bayesian Optimization
  8 Jul 2024 0 repositories listed
• Augmented Bayesian Policy Search
  5 Jul 2024 0 repositories listed
• Terrain Classification Enhanced with Uncertainty for Space Exploration Robots from Proprioceptive Data
  3 Jul 2024 0 repositories listed Syntology 6 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 7 harvested samples)
• It's Morphing Time: Unleashing the Potential of Multiple LLMs via Multi-objective Optimization
  29 Jun 2024 0 repositories listed
• In-situ Controller Autotuning by Bayesian Optimization for Closed-loop Feedback Control of Laser Powder Bed Fusion Process
  27 Jun 2024 0 repositories listed
• ADO-LLM: Analog Design Bayesian Optimization with In-Context Learning of Large Language Models
  26 Jun 2024 0 repositories listed
• CATBench: A Compiler Autotuning Benchmarking Suite for Black-box Optimization
  24 Jun 2024 0 repositories listed
• Convolutional neural network for Lyman break galaxies classification and redshift regression in DESI (Dark Energy Spectroscopic Instrument)
  24 Jun 2024 0 repositories listed
• Pessimistic asynchronous sampling in high-cost Bayesian optimization
  21 Jun 2024 0 repositories listed
• Preferential Multi-Objective Bayesian Optimization
  20 Jun 2024 0 repositories listed
• Towards Bayesian Data Selection
  18 Jun 2024 0 repositories listed
• Active search for Bifurcations
  17 Jun 2024 0 repositories listed
• Bayesian Intervention Optimization for Causal Discovery
  16 Jun 2024 0 repositories listed
• Multi-Objective Neural Architecture Search for In-Memory Computing
  10 Jun 2024 0 repositories listed
• Development and Validation of a Deep-Learning Model for Differential Treatment Benefit Prediction for Adults with Major Depressive Disorder Deployed in the Artificial Intelligence in Depression Medication Enhancement (AIDME) Study
  7 Jun 2024 0 repositories listed
• FunBO: Discovering Acquisition Functions for Bayesian Optimization with FunSearch
  7 Jun 2024 0 repositories listed
• Approximation-Aware Bayesian Optimization
  6 Jun 2024 0 repositories listed
• BEACON: A Bayesian Optimization Strategy for Novelty Search in Expensive Black-Box Systems
  5 Jun 2024 0 repositories listed
• No-Regret Algorithms for Safe Bayesian Optimization with Monotonicity Constraints
  5 Jun 2024 0 repositories listed
• Bayesian Mesh Optimization for Graph Neural Networks to Enhance Engineering Performance Prediction
  4 Jun 2024 0 repositories listed
• Gated recurrent neural network with TPE Bayesian optimization for enhancing stock index prediction accuracy
  2 Jun 2024 0 repositories listed
• Multi-Objective Neural Architecture Search by Learning Search Space Partitions
  1 Jun 2024 0 repositories listed
• Hybrid Reinforcement Learning Framework for Mixed-Variable Problems
  30 May 2024 0 repositories listed
• System Identification for Lithium-Ion Batteries with Nonlinear Coupled Electro-Thermal Dynamics via Bayesian Optimization
  30 May 2024 0 repositories listed
• A Machine Learning Approach for Identifying Anatomical Biomarkers of Early Mild Cognitive Impairment
  29 May 2024 0 repositories listed
• Cost-Sensitive Multi-Fidelity Bayesian Optimization with Transfer of Learning Curve Extrapolation
  28 May 2024 0 repositories listed
• Minimizing UCB: a Better Local Search Strategy in Local Bayesian Optimization
  24 May 2024 0 repositories listed
• A Trajectory-Based Bayesian Approach to Multi-Objective Hyperparameter Optimization with Epoch-Aware Trade-Offs
  24 May 2024 0 repositories listed
• Heteroscedastic Preferential Bayesian Optimization with Informative Noise Distributions
  23 May 2024 0 repositories listed
• Retrieval-Augmented Mining of Temporal Logic Specifications from Data
  23 May 2024 0 repositories listed
• Unlocking Profit Potential: Maximizing Returns with Bayesian Optimization of Supertrend Indicator Parameters
  23 May 2024 0 repositories listed
• Control-Aware Transmit Power Allocation for 6G In-Factory Subnetwork Control Systems
  18 May 2024 0 repositories listed
• Efficient Line Search Method Based on Regression and Uncertainty Quantification
  17 May 2024 0 repositories listed
• Feature-based Low-Rank Compression of Large Language Models via Bayesian Optimization
  17 May 2024 0 repositories listed
• Parameter Identification for Electrochemical Models of Lithium-Ion Batteries Using Bayesian Optimization
  17 May 2024 0 repositories listed
• An adaptive approach to Bayesian Optimization with switching costs
  14 May 2024 0 repositories listed
• Expensive Multi-Objective Bayesian Optimization Based on Diffusion Models
  14 May 2024 0 repositories listed
• The DNA of Calabi-Yau Hypersurfaces
  14 May 2024 0 repositories listed
• Bayesian Optimization with LLM-Based Acquisition Functions for Natural Language Preference Elicitation
  2 May 2024 0 repositories listed
• Dynamic Anisotropic Smoothing for Noisy Derivative-Free Optimization
  2 May 2024 0 repositories listed
• Data Augmentation Policy Search for Long-Term Forecasting
  1 May 2024 0 repositories listed
• Bayesian-Guided Generation of Synthetic Microbiomes with Minimized Pathogenicity
  29 Apr 2024 0 repositories listed
• Bridging Data Barriers among Participants: Assessing the Potential of Geoenergy through Federated Learning
  29 Apr 2024 0 repositories listed
• Efficient Exploration of Image Classifier Failures with Bayesian Optimization and Text-to-Image Models
  26 Apr 2024 0 repositories listed
• Transductive Spiking Graph Neural Networks for Loihi
  25 Apr 2024 0 repositories listed
• Adaptive Bayesian Optimization for High-Precision Motion Systems
  22 Apr 2024 0 repositories listed
• KATO: Knowledge Alignment and Transfer for Transistor Sizing of Different Design and Technology
  19 Apr 2024 0 repositories listed
• Stability-informed Bayesian Optimization for MPC Cost Function Learning
  18 Apr 2024 0 repositories listed
• BAHOP: Similarity-based Basin Hopping for A fast hyper-parameter search in WSI classification
  17 Apr 2024 0 repositories listed
• Enhancing Predictive Accuracy in Pharmaceutical Sales Through An Ensemble Kernel Gaussian Process Regression Approach
  15 Apr 2024 0 repositories listed
• Integrating Marketing Channels into Quantile Transformation and Bayesian Optimization of Ensemble Kernels for Sales Prediction with Gaussian Process Models
  15 Apr 2024 0 repositories listed
• Learning Model Predictive Control Parameters via Bayesian Optimization for Battery Fast Charging
  9 Apr 2024 0 repositories listed
• Hyperparameter Optimization for SecureBoost via Constrained Multi-Objective Federated Learning
  6 Apr 2024 0 repositories listed
• Composite Bayesian Optimization In Function Spaces Using NEON -- Neural Epistemic Operator Networks
  3 Apr 2024 0 repositories listed
• Checkpoint Merging via Bayesian Optimization in LLM Pretraining
  28 Mar 2024 0 repositories listed
• BLADE: Enhancing Black-box Large Language Models with Small Domain-Specific Models
  27 Mar 2024 0 repositories listed
• Goal-Oriented Bayesian Optimal Experimental Design for Nonlinear Models using Markov Chain Monte Carlo
  26 Mar 2024 0 repositories listed
• Guided Bayesian Optimization: Data-Efficient Controller Tuning with Digital Twin
  25 Mar 2024 0 repositories listed
• On Safety in Safe Bayesian Optimization
  19 Mar 2024 0 repositories listed
• AutoHLS: Learning to Accelerate Design Space Exploration for HLS Designs
  15 Mar 2024 0 repositories listed
• Chain-structured neural architecture search for financial time series forecasting
  15 Mar 2024 0 repositories listed
• Multi-Fidelity Bayesian Optimization With Across-Task Transferable Max-Value Entropy Search
  14 Mar 2024 0 repositories listed
• Bayesian Optimization that Limits Search Region to Lower Dimensions Utilizing Local GPR
  13 Mar 2024 0 repositories listed
• Mechanism Design Optimization through CAD-Based Bayesian Optimization and Quantified Constraints
  13 Mar 2024 0 repositories listed
• Cost-Effective Methodology for Complex Tuning Searches in HPC: Navigating Interdependencies and Dimensionality
  12 Mar 2024 0 repositories listed
• PMBO: Enhancing Black-Box Optimization through Multivariate Polynomial Surrogates
  12 Mar 2024 0 repositories listed
• In-context Exploration-Exploitation for Reinforcement Learning
  11 Mar 2024 0 repositories listed
• BEACON: A Bayesian Evolutionary Approach for Counterexample Generation of Control Systems
  9 Mar 2024 0 repositories listed
• An Adaptive Dimension Reduction Estimation Method for High-dimensional Bayesian Optimization
  8 Mar 2024 0 repositories listed
• Controller Adaptation via Learning Solutions of Contextual Bayesian Optimization
  7 Mar 2024 0 repositories listed
• Cooperative Bayesian Optimization for Imperfect Agents
  7 Mar 2024 0 repositories listed
• Explaining Bayesian Optimization by Shapley Values Facilitates Human-AI Collaboration
  7 Mar 2024 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.