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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 16 of 19: papers 1,501 to 1,600 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.

• Autotuning PolyBench Benchmarks with LLVM Clang/Polly Loop Optimization Pragmas Using Bayesian Optimization
  15 Oct 2020 0 repositories listed
• Local Differential Privacy for Bayesian Optimization
  13 Oct 2020 0 repositories listed
• Learned Hardware/Software Co-Design of Neural Accelerators
  5 Oct 2020 0 repositories listed
• Parameter Optimization using high-dimensional Bayesian Optimization
  5 Oct 2020 0 repositories listed
• CorrAttack: Black-box Adversarial Attack with Structured Search
  3 Oct 2020 0 repositories listed
• MPC Controller Tuning using Bayesian Optimization Techniques
  29 Sep 2020 0 repositories listed
• A Nonparametric Unsupervised Learning Approach for Structural Damage Detection
  28 Sep 2020 0 repositories listed
• Prior-guided Bayesian Optimization
  28 Sep 2020 0 repositories listed
• DISPATCH: Design Space Exploration of Cyber-Physical Systems
  21 Sep 2020 0 repositories listed
• Real-Time Optimization Meets Bayesian Optimization and Derivative-Free Optimization: A Tale of Modifier Adaptation
  18 Sep 2020 0 repositories listed
• Mean-Variance Analysis in Bayesian Optimization under Uncertainty
  17 Sep 2020 0 repositories listed
• Utilizing remote sensing data in forest inventory sampling via Bayesian optimization
  17 Sep 2020 0 repositories listed
• Utility-Optimized Synthesis of Differentially Private Location Traces
  14 Sep 2020 0 repositories listed
• Bayesian Screening: Multi-test Bayesian Optimization Applied to in silico Material Screening
  11 Sep 2020 0 repositories listed
• Implicit Feedback Deep Collaborative Filtering Product Recommendation System
  8 Sep 2020 0 repositories listed
• Sequential Subspace Search for Functional Bayesian Optimization Incorporating Experimenter Intuition
  8 Sep 2020 0 repositories listed
• Layer-specific Optimization for Mixed Data Flow with Mixed Precision in FPGA Design for CNN-based Object Detectors
  3 Sep 2020 0 repositories listed
• Machine learning thermal circuit network model for thermal design optimization of electronic circuit board layout with transient heating chips
  28 Aug 2020 0 repositories listed
• Real-world Video Adaptation with Reinforcement Learning
  28 Aug 2020 0 repositories listed
• How to tune the RBF SVM hyperparameters?: An empirical evaluation of 18 search algorithms
  26 Aug 2020 0 repositories listed
• Deep Neural Network based Wide-Area Event Classification in Power Systems
  24 Aug 2020 0 repositories listed
• No-regret Algorithms for Multi-task Bayesian Optimization
  20 Aug 2020 0 repositories listed
• Enhanced data efficiency using deep neural networks and Gaussian processes for aerodynamic design optimization
  15 Aug 2020 0 repositories listed
• Automatic Remaining Useful Life Estimation Framework with Embedded Convolutional LSTM as the Backbone
  10 Aug 2020 0 repositories listed
• Bayesian Optimization with Machine Learning Algorithms Towards Anomaly Detection
  5 Aug 2020 0 repositories listed
• Bayesian Optimization for Selecting Efficient Machine Learning Models
  2 Aug 2020 0 repositories listed
• HMCNAS: Neural Architecture Search using Hidden Markov Chains and Bayesian Optimization
  31 Jul 2020 0 repositories listed
• Towards personalized computer simulations of breast cancer treatment
  31 Jul 2020 0 repositories listed
• Bayesian Optimization for Developmental Robotics with Meta-Learning by Parameters Bounds Reduction
  30 Jul 2020 0 repositories listed
• Chance Constrained Policy Optimization for Process Control and Optimization
  30 Jul 2020 0 repositories listed
• Quantity vs. Quality: On Hyperparameter Optimization for Deep Reinforcement Learning
  29 Jul 2020 0 repositories listed
• Designing a lightweight 1D convolutional neural network with Bayesian optimization for wheel flat detection using carbody accelerations:
  24 Jul 2020 0 repositories listed
• Performance-Driven Cascade Controller Tuning with Bayesian Optimization
  24 Jul 2020 0 repositories listed
• A Gradient-based Bilevel Optimization Approach for Tuning Hyperparameters in Machine Learning
  21 Jul 2020 0 repositories listed
• Multi-level Training and Bayesian Optimization for Economical Hyperparameter Optimization
  20 Jul 2020 0 repositories listed
• AABO: Adaptive Anchor Box Optimization for Object Detection via Bayesian Sub-sampling
  18 Jul 2020 0 repositories listed
• Neuromodulated Neural Architectures with Local Error Signals for Memory-Constrained Online Continual Learning
  16 Jul 2020 0 repositories listed
• Resource Aware Multifidelity Active Learning for Efficient Optimization
  9 Jul 2020 0 repositories listed
• srMO-BO-3GP: A sequential regularized multi-objective constrained Bayesian optimization for design applications
  7 Jul 2020 0 repositories listed
• Multi-Fidelity Bayesian Optimization via Deep Neural Networks
  6 Jul 2020 0 repositories listed
• BOSH: Bayesian Optimization by Sampling Hierarchically
  2 Jul 2020 0 repositories listed
• R2-B2: Recursive Reasoning-Based Bayesian Optimization for No-Regret Learning in Games
  30 Jun 2020 0 repositories listed
• Asynchronous Multi Agent Active Search
  25 Jun 2020 0 repositories listed
• Green Machine Learning via Augmented Gaussian Processes and Multi-Information Source Optimization
  25 Jun 2020 0 repositories listed
• Bayesian Optimization with a Prior for the Optimum
  25 Jun 2020 0 repositories listed
• Simple and Scalable Parallelized Bayesian Optimization
  24 Jun 2020 0 repositories listed
• On Compression Principle and Bayesian Optimization for Neural Networks
  23 Jun 2020 0 repositories listed
• MUMBO: MUlti-task Max-value Bayesian Optimization
  22 Jun 2020 0 repositories listed
• Additive Tree-Structured Covariance Function for Conditional Parameter Spaces in Bayesian Optimization
  21 Jun 2020 0 repositories listed
• Bayesian Optimization with Missing Inputs
  19 Jun 2020 0 repositories listed
• Recursive Two-Step Lookahead Expected Payoff for Time-Dependent Bayesian Optimization
  14 Jun 2020 0 repositories listed
• An efficient application of Bayesian optimization to an industrial MDO framework for aircraft design
  12 Jun 2020 0 repositories listed
• Multilayer Neuromodulated Architectures for Memory-Constrained Online Continual Learning
  12 Jun 2020 0 repositories listed
• Fair Bayesian Optimization
  9 Jun 2020 0 repositories listed
• Efficient Large-Scale Gaussian Process Bandits by Believing only Informative Actions
  8 Jun 2020 0 repositories listed
• Random Hypervolume Scalarizations for Provable Multi-Objective Black Box Optimization
  8 Jun 2020 0 repositories listed
• Sparse representation for damage identification of structural systems
  6 Jun 2020 0 repositories listed
• Bayesian optimization for modular black-box systems with switching costs
  4 Jun 2020 0 repositories listed
• Automatic Setting of DNN Hyper-Parameters by Mixing Bayesian Optimization and Tuning Rules
  3 Jun 2020 0 repositories listed
• Causal Bayesian Optimization
  24 May 2020 0 repositories listed
• Global Optimization of Gaussian processes
  21 May 2020 0 repositories listed
• Cascade Control: Data-Driven Tuning Approach Based on Bayesian Optimization
  16 May 2020 0 repositories listed
• High-dimensional Bayesian Optimization of Personalized Cardiac Model Parameters via an Embedded Generative Model
  15 May 2020 0 repositories listed
• Safe Learning-based Observers for Unknown Nonlinear Systems using Bayesian Optimization
  12 May 2020 0 repositories listed
• Upper Trust Bound Feasibility Criterion for Mixed Constrained Bayesian Optimization with Application to Aircraft Design
  11 May 2020 0 repositories listed
• Using Bayesian Optimization to Accelerate Virtual Screening for the Discovery of Therapeutics Appropriate for Repurposing for COVID-19
  11 May 2020 0 repositories listed
• Sequential Gallery for Interactive Visual Design Optimization
  8 May 2020 0 repositories listed
• Time Efficiency in Optimization with a Bayesian-Evolutionary Algorithm
  4 May 2020 0 repositories listed
• GCN-RL Circuit Designer: Transferable Transistor Sizing with Graph Neural Networks and Reinforcement Learning
  30 Apr 2020 0 repositories listed
• A Modified Bayesian Optimization based Hyper-Parameter Tuning Approach for Extreme Gradient Boosting
  10 Apr 2020 0 repositories listed
• Neural network based country wise risk prediction of COVID-19
  31 Mar 2020 0 repositories listed
• Adaptation of Engineering Wake Models using Gaussian Process Regression and High-Fidelity Simulation Data
  30 Mar 2020 0 repositories listed
• Optimization of Genomic Classifiers for Clinical Deployment: Evaluation of Bayesian Optimization to Select Predictive Models of Acute Infection and In-Hospital Mortality
  27 Mar 2020 0 repositories listed
• Gryffin: An algorithm for Bayesian optimization of categorical variables informed by expert knowledge
  26 Mar 2020 0 repositories listed
• Preferential Batch Bayesian Optimization
  25 Mar 2020 0 repositories listed
• Regret and Belief Complexity Trade-off in Gaussian Process Bandits via Information Thresholding
  23 Mar 2020 0 repositories listed
• Cost-aware Bayesian Optimization
  22 Mar 2020 0 repositories listed
• Towards Automatic Bayesian Optimization: A first step involving acquisition functions
  21 Mar 2020 0 repositories listed
• aphBO-2GP-3B: A budgeted asynchronous parallel multi-acquisition functions for constrained Bayesian optimization on high-performing computing architecture
  20 Mar 2020 0 repositories listed
• Interpretable Personalization via Policy Learning with Linear Decision Boundaries
  17 Mar 2020 0 repositories listed
• Time-varying Gaussian Process Bandit Optimization with Non-constant Evaluation Time
  10 Mar 2020 0 repositories listed
• Composition of kernel and acquisition functions for High Dimensional Bayesian Optimization
  9 Mar 2020 0 repositories listed
• Modelling Human Active Search in Optimizing Black-box Functions
  9 Mar 2020 0 repositories listed
• Testing Scenario Library Generation for Connected and Automated Vehicles: An Adaptive Framework
  8 Mar 2020 0 repositories listed
• Bayesian optimization of variable-size design space problems
  6 Mar 2020 0 repositories listed
• Data-efficient Domain Randomization with Bayesian Optimization
  5 Mar 2020 0 repositories listed
• Optimizing JPEG Quantization for Classification Networks
  5 Mar 2020 0 repositories listed
• On Hyper-parameter Tuning for Stochastic Optimization Algorithms
  4 Mar 2020 0 repositories listed
• Robust Policy Search for Robot Navigation
  2 Mar 2020 0 repositories listed
• Incorporating Expert Prior Knowledge into Experimental Design via Posterior Sampling
  26 Feb 2020 0 repositories listed
• Nano-Material Configuration Design with Deep Surrogate Langevin Dynamics
  26 Feb 2020 0 repositories listed
• Practical Bayesian Optimization of Objectives with Conditioning Variables
  23 Feb 2020 0 repositories listed
• Weighting Is Worth the Wait: Bayesian Optimization with Importance Sampling
  23 Feb 2020 0 repositories listed
• Nonmyopic Gaussian Process Optimization with Macro-Actions
  22 Feb 2020 0 repositories listed
• Knot Selection in Sparse Gaussian Processes
  21 Feb 2020 0 repositories listed
• Computational Design with Crowds
  20 Feb 2020 0 repositories listed
• Distributionally Robust Bayesian Optimization
  20 Feb 2020 0 repositories listed
• Scalable Constrained Bayesian Optimization
  20 Feb 2020 0 repositories listed
• Online Parameter Estimation for Safety-Critical Systems with Gaussian Processes
  18 Feb 2020 0 repositories listed
• Reward Design for Driver Repositioning Using Multi-Agent Reinforcement Learning
  17 Feb 2020 0 repositories listed