Browse State-of-the-Art › Bayesian Optimization › Papers, page 13

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 13 of 19: papers 1,201 to 1,300 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.

• Monte Carlo Tree Descent for Black-Box Optimization
  1 Nov 2022 0 repositories listed
• BOREx: Bayesian-Optimization--Based Refinement of Saliency Map for Image- and Video-Classification Models
  31 Oct 2022 0 repositories listed
• Optimizing Closed-Loop Performance with Data from Similar Systems: A Bayesian Meta-Learning Approach
  31 Oct 2022 0 repositories listed
• Data-Driven Process Optimization of Fused Filament Fabrication based on In Situ Measurements
  27 Oct 2022 0 repositories listed
• Joint Uplink-Downlink Capacity and Coverage Optimization via Site-Specific Learning of Antenna Settings
  27 Oct 2022 0 repositories listed
• Sequential Decision Making on Unmatched Data using Bayesian Kernel Embeddings
  25 Oct 2022 0 repositories listed
• Transformers For Recognition In Overhead Imagery: A Reality Check
  23 Oct 2022 0 repositories listed
• Supervised Contrastive Learning with Tree-Structured Parzen Estimator Bayesian Optimization for Imbalanced Tabular Data
  19 Oct 2022 0 repositories listed
• Machine-Learning-Optimized Perovskite Nanoplatelet Synthesis
  18 Oct 2022 0 repositories listed
• Conditional Neural Processes for Molecules
  17 Oct 2022 0 repositories listed
• Movement Penalized Bayesian Optimization with Application to Wind Energy Systems
  14 Oct 2022 0 repositories listed
• Accelerating the Evolutionary Algorithms by Gaussian Process Regression with ε-greedy acquisition function
  13 Oct 2022 0 repositories listed
• Computer-Aided Multi-Objective Optimization in Small Molecule Discovery
  13 Oct 2022 0 repositories listed
• BORA: Bayesian Optimization for Resource Allocation
  12 Oct 2022 0 repositories listed
• PropertyDAG: Multi-objective Bayesian optimization of partially ordered, mixed-variable properties for biological sequence design
  8 Oct 2022 0 repositories listed
• Multi-objective and multi-fidelity Bayesian optimization of laser-plasma acceleration
  7 Oct 2022 0 repositories listed
• Neighbor Regularized Bayesian Optimization for Hyperparameter Optimization
  7 Oct 2022 0 repositories listed
• Generalizing Bayesian Optimization with Decision-theoretic Entropies
  4 Oct 2022 0 repositories listed
• HPC Storage Service Autotuning Using Variational-Autoencoder-Guided Asynchronous Bayesian Optimization
  3 Oct 2022 0 repositories listed
• Meta-Learning Priors for Safe Bayesian Optimization
  3 Oct 2022 0 repositories listed
• Optimal Weight Adaptation of Model Predictive Control for Connected and Automated Vehicles in Mixed Traffic with Bayesian Optimization
  3 Oct 2022 0 repositories listed
• Robust Bayesian optimization with reinforcement learned acquisition functions
  2 Oct 2022 0 repositories listed
• Efficient computation of the Knowledge Gradient for Bayesian Optimization
  30 Sep 2022 0 repositories listed
• Backflipping with Miniature Quadcopters by Gaussian Process Based Control and Planning
  29 Sep 2022 0 repositories listed
• Physically Consistent Preferential Bayesian Optimization for Food Arrangement
  21 Sep 2022 0 repositories listed
• Predicting Mutual Funds' Performance using Deep Learning and Ensemble Techniques
  18 Sep 2022 0 repositories listed
• Falsification of Cyber-Physical Systems using Bayesian Optimization
  14 Sep 2022 0 repositories listed
• Designing Biological Sequences via Meta-Reinforcement Learning and Bayesian Optimization
  13 Sep 2022 0 repositories listed
• Multipoint-BAX: A New Approach for Efficiently Tuning Particle Accelerator Emittance via Virtual Objectives
  10 Sep 2022 0 repositories listed
• Variational Inference for Model-Free and Model-Based Reinforcement Learning
  4 Sep 2022 0 repositories listed
• Optimistic Optimization of Gaussian Process Samples
  2 Sep 2022 0 repositories listed
• Reducing Computational Complexity of Neural Networks in Optical Channel Equalization: From Concepts to Implementation
  26 Aug 2022 0 repositories listed
• A Globally Convergent Gradient-based Bilevel Hyperparameter Optimization Method
  25 Aug 2022 0 repositories listed
• Multi-objective optimization of actuation waveform for high-precision drop-on-demand inkjet printing
  24 Aug 2022 0 repositories listed
• Causal Entropy Optimization
  23 Aug 2022 0 repositories listed
• Bayesian Optimization Augmented with Actively Elicited Expert Knowledge
  18 Aug 2022 0 repositories listed
• Rapid Discovery of Graphene Nanocrystals Using DFT and Bayesian Optimization with Neural Network Kernel
  16 Aug 2022 0 repositories listed
• Bayesian Optimization with Informative Covariance
  4 Aug 2022 0 repositories listed
• Bayesian Optimization-Based Beam Alignment for MmWave MIMO Communication Systems
  28 Jul 2022 0 repositories listed
• Optimization of the Shape of a Hydrokinetic Turbine's Draft Tube and Hub Assembly Using Design-by-Morphing with Bayesian Optimization
  23 Jul 2022 0 repositories listed
• RIBBON: Cost-Effective and QoS-Aware Deep Learning Model Inference using a Diverse Pool of Cloud Computing Instances
  23 Jul 2022 0 repositories listed
• Inference of Regulatory Networks Through Temporally Sparse Data
  21 Jul 2022 0 repositories listed
• Bayesian Optimization for Macro Placement
  18 Jul 2022 0 repositories listed
• Risk-averse Stochastic Optimization for Farm Management Practices and Cultivar Selection Under Uncertainty
  17 Jul 2022 0 repositories listed
• On the Importance of Hyperparameters and Data Augmentation for Self-Supervised Learning
  16 Jul 2022 0 repositories listed
• Non-Myopic Multifidelity Bayesian Optimization
  13 Jul 2022 0 repositories listed
• RobustAnalog: Fast Variation-Aware Analog Circuit Design Via Multi-task RL
  13 Jul 2022 0 repositories listed
• Uncertainty-Aware Mixed-Variable Machine Learning for Materials Design
  11 Jul 2022 0 repositories listed
• Bayesian multi-objective optimization for stochastic simulators: an extension of the Pareto Active Learning method
  8 Jul 2022 0 repositories listed
• Bayesian Hyperparameter Optimization for Deep Neural Network-Based Network Intrusion Detection
  7 Jul 2022 0 repositories listed
• Spike Calibration: Fast and Accurate Conversion of Spiking Neural Network for Object Detection and Segmentation
  6 Jul 2022 0 repositories listed
• Fidelity of Ensemble Aggregation for Saliency Map Explanations using Bayesian Optimization Techniques
  4 Jul 2022 0 repositories listed
• Asynchronous Decentralized Bayesian Optimization for Large Scale Hyperparameter Optimization
  1 Jul 2022 0 repositories listed
• Quantum Neural Architecture Search with Quantum Circuits Metric and Bayesian Optimization
  28 Jun 2022 0 repositories listed
• Rethinking Optimization with Differentiable Simulation from a Global Perspective
  28 Jun 2022 0 repositories listed
• Revisiting Architecture-aware Knowledge Distillation: Smaller Models and Faster Search
  27 Jun 2022 0 repositories listed
• Bayesian Optimization Over Iterative Learners with Structured Responses: A Budget-aware Planning Approach
  25 Jun 2022 0 repositories listed
• Designing MacPherson Suspension Architectures using Bayesian Optimization
  17 Jun 2022 0 repositories listed
• Multi-Objective Hyperparameter Optimization in Machine Learning -- An Overview
  15 Jun 2022 0 repositories listed
• High-Dimensional Bayesian Optimization with Constraints: Application to Powder Weighing
  13 Jun 2022 0 repositories listed
• Recent Advances in Bayesian Optimization
  7 Jun 2022 0 repositories listed
• Automated Circuit Sizing with Multi-objective Optimization based on Differential Evolution and Bayesian Inference
  6 Jun 2022 0 repositories listed
• Transfer Learning based Search Space Design for Hyperparameter Tuning
  6 Jun 2022 0 repositories listed
• Graph Machine Learning for Design of High-Octane Fuels
  1 Jun 2022 0 repositories listed
• Joint Constrained Bayesian Optimization of Planning, Guidance, Control, and State Estimation of an Autonomous Underwater Vehicle
  29 May 2022 0 repositories listed
• Surrogate modeling for Bayesian optimization beyond a single Gaussian process
  27 May 2022 0 repositories listed
• Targeted Adaptive Design
  27 May 2022 0 repositories listed
• Transfer learning driven design optimization for inertial confinement fusion
  26 May 2022 0 repositories listed
• Advanced Manufacturing Configuration by Sample-efficient Batch Bayesian Optimization
  24 May 2022 0 repositories listed
• Fair and Green Hyperparameter Optimization via Multi-objective and Multiple Information Source Bayesian Optimization
  18 May 2022 0 repositories listed
• Hyperparameter Optimization with Neural Network Pruning
  18 May 2022 0 repositories listed
• A model aggregation approach for high-dimensional large-scale optimization
  16 May 2022 0 repositories listed
• Online Nonsubmodular Minimization with Delayed Costs: From Full Information to Bandit Feedback
  15 May 2022 0 repositories listed
• Probability Distribution of Hypervolume Improvement in Bi-objective Bayesian Optimization
  11 May 2022 0 repositories listed
• Adjusted Expected Improvement for Cumulative Regret Minimization in Noisy Bayesian Optimization
  10 May 2022 0 repositories listed
• Generative Evolutionary Strategy For Black-Box Optimizations
  6 May 2022 0 repositories listed
• An end-to-end neural network framework for SOH estimation and RUL prediction of lithium battery
  1 May 2022 0 repositories listed
• High Dimensional Bayesian Optimization with Kernel Principal Component Analysis
  28 Apr 2022 0 repositories listed
• Designing thermal radiation metamaterials via hybrid adversarial autoencoder and Bayesian optimization
  26 Apr 2022 0 repositories listed
• Forecasting foreign exchange rates with regression networks tuned by Bayesian optimization
  26 Apr 2022 0 repositories listed
• STC-IDS: Spatial-Temporal Correlation Feature Analyzing based Intrusion Detection System for Intelligent Connected Vehicles
  23 Apr 2022 0 repositories listed
• Investigating Positive and Negative Qualities of Human-in-the-Loop Optimization for Designing Interaction Techniques
  15 Apr 2022 0 repositories listed
• Twin-in-the-loop state estimation for vehicle dynamics control: theory and experiments
  13 Apr 2022 0 repositories listed
• Deep-Ensemble-Based Uncertainty Quantification in Spatiotemporal Graph Neural Networks for Traffic Forecasting
  4 Apr 2022 0 repositories listed
• INSPIRE: Distributed Bayesian Optimization for ImproviNg SPatIal REuse in Dense WLANs
  30 Mar 2022 0 repositories listed
• Tuning Particle Accelerators with Safety Constraints using Bayesian Optimization
  26 Mar 2022 0 repositories listed
• Compositional optimization of quantum circuits for quantum kernels of support vector machines
  25 Mar 2022 0 repositories listed
• Dazzle: Using Optimized Generative Adversarial Networks to Address Security Data Class Imbalance Issue
  22 Mar 2022 0 repositories listed
• Learning Representation for Bayesian Optimization with Collision-free Regularization
  16 Mar 2022 0 repositories listed
• Support-vector-machine with Bayesian optimization for lithofacies classification using elastic properties
  14 Mar 2022 0 repositories listed
• Learning cardiac activation maps from 12-lead ECG with multi-fidelity Bayesian optimization on manifolds
  11 Mar 2022 0 repositories listed
• Automated Machine Learning: A Case Study on Non-Intrusive Appliance Load Monitoring
  6 Mar 2022 0 repositories listed
• Bayesian Optimization Meets Hybrid Zero Dynamics: Safe Parameter Learning for Bipedal Locomotion Control
  4 Mar 2022 0 repositories listed
• Distributionally Robust Bayesian Optimization with φ-divergences
  4 Mar 2022 0 repositories listed
• Practitioner Motives to Select Hyperparameter Optimization Methods
  3 Mar 2022 0 repositories listed
• Hyperparameter optimization of data-driven AI models on HPC systems
  2 Mar 2022 0 repositories listed
• Rectified Max-Value Entropy Search for Bayesian Optimization
  28 Feb 2022 0 repositories listed
• A Hardware-Aware System for Accelerating Deep Neural Network Optimization
  25 Feb 2022 0 repositories listed
• A Robust Multi-Objective Bayesian Optimization Framework Considering Input Uncertainty
  25 Feb 2022 0 repositories listed
• DC and SA: Robust and Efficient Hyperparameter Optimization of Multi-subnetwork Deep Learning Models
  24 Feb 2022 0 repositories listed