Browse State-of-the-Art › Bayesian Optimization › Papers, page 12

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 12 of 19: papers 1,101 to 1,200 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.

• On the Effects of Heterogeneous Errors on Multi-fidelity Bayesian Optimization
  6 Sep 2023 0 repositories listed
• Random Postprocessing for Combinatorial Bayesian Optimization
  6 Sep 2023 0 repositories listed
• Optimization tools for Twin-in-the-Loop vehicle control design: analysis and yaw-rate tracking case study
  5 Sep 2023 0 repositories listed
• Towards General and Efficient Online Tuning for Spark
  5 Sep 2023 0 repositories listed
• Polynomial-Model-Based Optimization for Blackbox Objectives
  1 Sep 2023 0 repositories listed
• Ensemble of Anchor-Free Models for Robust Bangla Document Layout Segmentation
  28 Aug 2023 0 repositories listed
• Constrained Bayesian Optimization Using a Lagrange Multiplier Applied to Power Transistor Design
  18 Aug 2023 0 repositories listed
• BREATHE: Second-Order Gradients and Heteroscedastic Emulation based Design Space Exploration
  16 Aug 2023 0 repositories listed
• Robust Bayesian Satisficing
  16 Aug 2023 0 repositories listed
• Backpropagation Path Search On Adversarial Transferability
  15 Aug 2023 0 repositories listed
• Approximate and Weighted Data Reconstruction Attack in Federated Learning
  13 Aug 2023 0 repositories listed
• Efficient Bayesian Optimization with Deep Kernel Learning and Transformer Pre-trained on Multiple Heterogeneous Datasets
  9 Aug 2023 0 repositories listed
• Generative Models for Anomaly Detection and Design-Space Dimensionality Reduction in Shape Optimization
  8 Aug 2023 0 repositories listed
• Finding the Optimum Design of Large Gas Engines Prechambers Using CFD and Bayesian Optimization
  3 Aug 2023 0 repositories listed
• Dependency Structure Search Bayesian Optimization for Decision Making Models
  1 Aug 2023 0 repositories listed
• Predictive Modeling through Hyper-Bayesian Optimization
  1 Aug 2023 0 repositories listed
• Model-based Causal Bayesian Optimization
  31 Jul 2023 0 repositories listed
• Learning Regions of Interest for Bayesian Optimization with Adaptive Level-Set Estimation
  25 Jul 2023 0 repositories listed
• Effective Scaling of High-Fidelity Electric Motor Models for Electric Powertrain Design Optimization
  24 Jul 2023 0 repositories listed
• Physics-based Reduced Order Modeling for Uncertainty Quantification of Guided Wave Propagation using Bayesian Optimization
  18 Jul 2023 0 repositories listed
• Towards Model-Size Agnostic, Compute-Free, Memorization-based Inference of Deep Learning
  14 Jul 2023 0 repositories listed
• Optimal Scalarizations for Sublinear Hypervolume Regret
  6 Jul 2023 0 repositories listed
• Bayesian Optimization with Formal Safety Guarantees via Online Conformal Prediction
  30 Jun 2023 0 repositories listed
• Safe Risk-averse Bayesian Optimization for Controller Tuning
  23 Jun 2023 0 repositories listed
• Practical First-Order Bayesian Optimization Algorithms
  19 Jun 2023 0 repositories listed
• Tune As You Scale: Hyperparameter Optimization For Compute Efficient Training
  13 Jun 2023 0 repositories listed
• Provably Efficient Bayesian Optimization with Unknown Gaussian Process Hyperparameter Estimation
  12 Jun 2023 0 repositories listed
• Functional Causal Bayesian Optimization
  10 Jun 2023 0 repositories listed
• Ambulance Demand Prediction via Convolutional Neural Networks
  8 Jun 2023 0 repositories listed
• Bayesian Optimization of Expensive Nested Grey-Box Functions
  8 Jun 2023 0 repositories listed
• Efficient and Robust Bayesian Selection of Hyperparameters in Dimension Reduction for Visualization
  1 Jun 2023 0 repositories listed
• Optimization for truss design using Bayesian optimization
  27 May 2023 0 repositories listed
• Benchmarking state-of-the-art gradient boosting algorithms for classification
  26 May 2023 0 repositories listed
• Inverse Protein Folding Using Deep Bayesian Optimization
  25 May 2023 0 repositories listed
• Density Ratio Estimation-based Bayesian Optimization with Semi-Supervised Learning
  24 May 2023 0 repositories listed
• Combining Multi-Objective Bayesian Optimization with Reinforcement Learning for TinyML
  23 May 2023 0 repositories listed
• Autonomous sputter synthesis of thin film nitrides with composition controlled by Bayesian optimization of optical plasma emission
  18 May 2023 0 repositories listed
• Neuromorphic Bayesian Optimization in Lava
  18 May 2023 0 repositories listed
• Mastering the exploration-exploitation trade-off in Bayesian Optimization
  15 May 2023 0 repositories listed
• WeLayout: WeChat Layout Analysis System for the ICDAR 2023 Competition on Robust Layout Segmentation in Corporate Documents
  11 May 2023 0 repositories listed
• BARA: Efficient Incentive Mechanism with Online Reward Budget Allocation in Cross-Silo Federated Learning
  9 May 2023 0 repositories listed
• High-Dimensional Bayesian Optimization via Semi-Supervised Learning with Optimized Unlabeled Data Sampling
  4 May 2023 0 repositories listed
• Representing Additive Gaussian Processes by Sparse Matrices
  29 Apr 2023 0 repositories listed
• Network Cascade Vulnerability using Constrained Bayesian Optimization
  27 Apr 2023 0 repositories listed
• Quantum Gaussian Process Regression for Bayesian Optimization
  25 Apr 2023 0 repositories listed
• Sample-Efficient and Surrogate-Based Design Optimization of Underwater Vehicle Hulls
  24 Apr 2023 0 repositories listed
• Self-Correcting Bayesian Optimization through Bayesian Active Learning
  21 Apr 2023 0 repositories listed
• Improving Urban Flood Prediction using LSTM-DeepLabv3+ and Bayesian Optimization with Spatiotemporal feature fusion
  19 Apr 2023 0 repositories listed
• A Data Driven Sequential Learning Framework to Accelerate and Optimize Multi-Objective Manufacturing Decisions
  18 Apr 2023 0 repositories listed
• Searching for ribbons with machine learning
  18 Apr 2023 0 repositories listed
• Bayesian optimization for sparse neural networks with trainable activation functions
  10 Apr 2023 0 repositories listed
• Fast Charging of Lithium-Ion Batteries Using Deep Bayesian Optimization with Recurrent Neural Network
  9 Apr 2023 0 repositories listed
• Automated Tuning of Nonlinear Kalman Filters for Optimal Trajectory Tracking Performance of AUVs
  7 Apr 2023 0 repositories listed
• Solar Photovoltaic Systems Metadata Inference and Differentially Private Publication
  7 Apr 2023 0 repositories listed
• Interpretable Symbolic Regression for Data Science: Analysis of the 2022 Competition
  3 Apr 2023 0 repositories listed
• Model-Free Reconstruction of Capacity Degradation Trajectory of Lithium-Ion Batteries Using Early Cycle Data
  31 Mar 2023 0 repositories listed
• Pareto Optimization of a Laser Wakefield Accelerator
  28 Mar 2023 0 repositories listed
• Tetra-AML: Automatic Machine Learning via Tensor Networks
  28 Mar 2023 0 repositories listed
• Towards Reliable Uncertainty Quantification via Deep Ensembles in Multi-output Regression Task
  28 Mar 2023 0 repositories listed
• Preference-Aware Constrained Multi-Objective Bayesian Optimization
  23 Mar 2023 0 repositories listed
• Active Learning and Bayesian Optimization: a Unified Perspective to Learn with a Goal
  2 Mar 2023 0 repositories listed
• Bayesian Kernelized Tensor Factorization as Surrogate for Bayesian Optimization
  28 Feb 2023 0 repositories listed
• Global optimization in the discrete and variable-dimension conformational space: The case of crystal with the strongest atomic cohesion
  27 Feb 2023 0 repositories listed
• Guiding the Sequential Experiments in Autonomous Experimentation Platforms through EI-based Bayesian Optimization and Bayesian Model Averaging
  26 Feb 2023 0 repositories listed
• Adaptive Sampling for Probabilistic Forecasting under Distribution Shift
  23 Feb 2023 0 repositories listed
• Calibrated Regression Against An Adversary Without Regret
  23 Feb 2023 0 repositories listed
• Heterogeneous Neuronal and Synaptic Dynamics for Spike-Efficient Unsupervised Learning: Theory and Design Principles
  22 Feb 2023 0 repositories listed
• Quantifying uncertainty for deep learning based forecasting and flow-reconstruction using neural architecture search ensembles
  20 Feb 2023 0 repositories listed
• Robust expected improvement for Bayesian optimization
  16 Feb 2023 0 repositories listed
• Enhancing Machine Learning Model Performance with Hyper Parameter Optimization: A Comparative Study
  14 Feb 2023 0 repositories listed
• Transfer Learning for Bayesian Optimization: A Survey
  12 Feb 2023 0 repositories listed
• Bayesian Optimization of ESG Financial Investments
  10 Feb 2023 0 repositories listed
• Rover: An online Spark SQL tuning service via generalized transfer learning
  8 Feb 2023 0 repositories listed
• DivBO: Diversity-aware CASH for Ensemble Learning
  7 Feb 2023 0 repositories listed
• Latent Space Bayesian Optimization with Latent Data Augmentation for Enhanced Exploration
  5 Feb 2023 0 repositories listed
• Knowledge Gradient for Multi-Objective Bayesian Optimization with Decoupled Evaluations
  2 Feb 2023 0 repositories listed
• A Fully-Automated Framework Integrating Gaussian Process Regression and Bayesian Optimization to Design Pin-Fins
  30 Jan 2023 0 repositories listed
• BOMP-NAS: Bayesian Optimization Mixed Precision NAS
  27 Jan 2023 0 repositories listed
• Bounding Box-based Multi-objective Bayesian Optimization of Risk Measures under Input Uncertainty
  27 Jan 2023 0 repositories listed
• Bayesian and Multi-Armed Contextual Meta-Optimization for Efficient Wireless Radio Resource Management
  16 Jan 2023 0 repositories listed
• On the role of Model Uncertainties in Bayesian Optimization
  14 Jan 2023 0 repositories listed
• Robust Bayesian Target Value Optimization
  11 Jan 2023 0 repositories listed
• Finding Needles in Haystack: Formal Generative Models for Efficient Massive Parallel Simulations
  3 Jan 2023 0 repositories listed
• Global Perception Based Autoregressive Neural Processes
  1 Jan 2023 0 repositories listed
• HOTNAS: Hierarchical Optimal Transport for Neural Architecture Search
  1 Jan 2023 0 repositories listed
• Bayesian Optimization Enhanced Deep Reinforcement Learning for Trajectory Planning and Network Formation in Multi-UAV Networks
  27 Dec 2022 0 repositories listed
• Machine learning for accelerating the discovery of high performance low-cost solar cells: a systematic review
  26 Dec 2022 0 repositories listed
• Extrinsic Bayesian Optimizations on Manifolds
  21 Dec 2022 0 repositories listed
• Near-optimal Policy Identification in Active Reinforcement Learning
  19 Dec 2022 0 repositories listed
• An Efficient Framework for Monitoring Subgroup Performance of Machine Learning Systems
  16 Dec 2022 0 repositories listed
• Rollout Algorithms and Approximate Dynamic Programming for Bayesian Optimization and Sequential Estimation
  15 Dec 2022 0 repositories listed
• What is the Best Way to Optimally Parameterize the MPC Cost Function for Vehicle Guidance?
  11 Dec 2022 0 repositories listed
• Optimizing Integrated Information with a Prior Guided Random Search Algorithm
  8 Dec 2022 0 repositories listed
• Optimizing a Digital Twin for Fault Diagnosis in Grid Connected Inverters -- A Bayesian Approach
  7 Dec 2022 0 repositories listed
• Multi-Job Intelligent Scheduling with Cross-Device Federated Learning
  24 Nov 2022 0 repositories listed
• Bayesian Optimization of 2D Echocardiography Segmentation
  17 Nov 2022 0 repositories listed
• Global Optimization with Parametric Function Approximation
  16 Nov 2022 0 repositories listed
• Prior-mean-assisted Bayesian optimization application on FRIB Front-End tunning
  11 Nov 2022 0 repositories listed
• Benchmark of Bayesian Optimization and Metaheuristics for Control Engineering Tuning Problems with Crash Constraints
  4 Nov 2022 0 repositories listed
• Fantasizing with Dual GPs in Bayesian Optimization and Active Learning
  2 Nov 2022 0 repositories listed