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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 15 of 19: papers 1,401 to 1,500 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.

• An Efficient Batch Constrained Bayesian Optimization Approach for Analog Circuit Synthesis via Multi-objective Acquisition Ensemble
  28 Jun 2021 0 repositories listed
• Intergenerational risk sharing in a Defined Contribution pension system: analysis with Bayesian optimization
  25 Jun 2021 0 repositories listed
• Latency-Aware Neural Architecture Search with Multi-Objective Bayesian Optimization
  22 Jun 2021 0 repositories listed
• Machine Learning based optimization for interval uncertainty propagation
  21 Jun 2021 0 repositories listed
• Batch Multi-Fidelity Bayesian Optimization with Deep Auto-Regressive Networks
  18 Jun 2021 0 repositories listed
• Posterior Temperature Optimization in Variational Inference for Inverse Problems
  11 Jun 2021 0 repositories listed
• A self-adapting super-resolution structures framework for automatic design of GAN
  10 Jun 2021 0 repositories listed
• Bayesian Optimisation with Formal Guarantees
  10 Jun 2021 0 repositories listed
• Wheelchair automation by a hybrid BCI system using SSVEP and eye blinks
  10 Jun 2021 0 repositories listed
• Reinforced Few-Shot Acquisition Function Learning for Bayesian Optimization
  8 Jun 2021 0 repositories listed
• Meta-Learning Reliable Priors in the Function Space
  6 Jun 2021 0 repositories listed
• BO-DBA: Query-Efficient Decision-Based Adversarial Attacks via Bayesian Optimization
  4 Jun 2021 0 repositories listed
• Characterization of Generalizability of Spike Timing Dependent Plasticity trained Spiking Neural Networks
  31 May 2021 0 repositories listed
• One Step Preference Elicitation in Multi-Objective Bayesian Optimization
  27 May 2021 0 repositories listed
• Bias-Robust Bayesian Optimization via Dueling Bandits
  25 May 2021 0 repositories listed
• Revisiting Design Choices in Offline Model Based Reinforcement Learning
  21 May 2021 0 repositories listed
• Techniques Toward Optimizing Viewability in RTB Ad Campaigns Using Reinforcement Learning
  21 May 2021 0 repositories listed
• Replacing the Ex-Def Baseline in AutoML by Naive AutoML
  20 May 2021 0 repositories listed
• Towards Explaining Hyperparameter Optimization via Partial Dependence Plots
  20 May 2021 0 repositories listed
• Finite-time Koopman Identifier: A Unified Batch-online Learning Framework for Joint Learning of Koopman Structure and Parameters
  12 May 2021 0 repositories listed
• Online Preconditioning of Experimental Inkjet Hardware by Bayesian Optimization in Loop
  6 May 2021 0 repositories listed
• Continuous black-box optimization with quantum annealing and random subspace coding
  30 Apr 2021 0 repositories listed
• Efficient Hyperparameter Optimization for Physics-based Character Animation
  26 Apr 2021 0 repositories listed
• One-parameter family of acquisition functions for efficient global optimization
  26 Apr 2021 0 repositories listed
• AdaptiFont: Increasing Individuals' Reading Speed with a Generative Font Model and Bayesian Optimization
  21 Apr 2021 0 repositories listed
• Fast Design Space Exploration of Nonlinear Systems: Part I
  5 Apr 2021 0 repositories listed
• Neural Process for Black-Box Model Optimization Under Bayesian Framework
  3 Apr 2021 0 repositories listed
• Generalized State-Feedback Controller Synthesis for Underactuated Systems through Bayesian Optimization
  31 Mar 2021 0 repositories listed
• High-Dimensional Bayesian Optimization with Multi-Task Learning for RocksDB
  30 Mar 2021 0 repositories listed
• Performance-based Trajectory Optimization for Path Following Control Using Bayesian Optimization
  29 Mar 2021 0 repositories listed
• Transmitter Discovery through Radio-Visual Probabilistic Active Sensing
  27 Mar 2021 0 repositories listed
• Plasma Spray Process Parameters Configuration using Sample-efficient Batch Bayesian Optimization
  25 Mar 2021 0 repositories listed
• On Preference Learning Based on Sequential Bayesian Optimization with Pairwise Comparison
  24 Mar 2021 0 repositories listed
• Naive Automated Machine Learning -- A Late Baseline for AutoML
  18 Mar 2021 0 repositories listed
• Efficient Bayesian Optimization using Multiscale Graph Correlation
  17 Mar 2021 0 repositories listed
• An Automated Machine Learning (AutoML) Method for Driving Distraction Detection Based on Lane-Keeping Performance
  10 Mar 2021 0 repositories listed
• Multi-fidelity regression using artificial neural networks: efficient approximation of parameter-dependent output quantities
  26 Feb 2021 0 repositories listed
• Hyperparameter Transfer Learning with Adaptive Complexity
  25 Feb 2021 0 repositories listed
• Mixed Variable Bayesian Optimization with Frequency Modulated Kernels
  25 Feb 2021 0 repositories listed
• Sequential- and Parallel- Constrained Max-value Entropy Search via Information Lower Bound
  19 Feb 2021 0 repositories listed
• Using Distance Correlation for Efficient Bayesian Optimization
  17 Feb 2021 0 repositories listed
• No-Regret Algorithms for Time-Varying Bayesian Optimization
  11 Feb 2021 0 repositories listed
• Robust Optimization and Validation of Echo State Networks for learning chaotic dynamics
  9 Feb 2021 0 repositories listed
• Directed particle swarm optimization with Gaussian-process-based function forecasting
  8 Feb 2021 0 repositories listed
• Latent Map Gaussian Processes for Mixed Variable Metamodeling
  7 Feb 2021 0 repositories listed
• AutoPilot: Automating SoC Design Space Exploration for SWaP Constrained Autonomous UAVs
  5 Feb 2021 0 repositories listed
• Uncertainty quantification and exploration-exploitation trade-off in humans
  5 Feb 2021 0 repositories listed
• Scaffolded Learning of In-place Trotting Gait for a Quadruped Robot with Bayesian Optimization
  25 Jan 2021 0 repositories listed
• A New Knowledge Gradient-based Method for Constrained Bayesian Optimization
  20 Jan 2021 0 repositories listed
• Bayesian Optimization Assisted Meal Bolus Decision Based on Gaussian Processes Learning and Risk-Sensitive Control
  20 Jan 2021 0 repositories listed
• Few-Shot Bayesian Optimization with Deep Kernel Surrogates
  19 Jan 2021 0 repositories listed
• Safe and Efficient Model-free Adaptive Control via Bayesian Optimization
  19 Jan 2021 0 repositories listed
• TREGO: a Trust-Region Framework for Efficient Global Optimization
  18 Jan 2021 0 repositories listed
• Cost-Efficient Online Hyperparameter Optimization
  17 Jan 2021 0 repositories listed
• Bayesian optimization with improved scalability and derivative information for efficient design of nanophotonic structures
  8 Jan 2021 0 repositories listed
• Application of an automated machine learning-genetic algorithm (AutoML-GA) coupled with computational fluid dynamics simulations for rapid engine design optimization
  7 Jan 2021 0 repositories listed
• Hyperboost: Hyperparameter Optimization by Gradient Boosting surrogate models
  6 Jan 2021 0 repositories listed
• Meta-Learning Conjugate Priors for Few-Shot Bayesian Optimization
  3 Jan 2021 0 repositories listed
• Approximating Pareto Frontier through Bayesian-optimization-directed Robust Multi-objective Reinforcement Learning
  1 Jan 2021 0 repositories listed
• Differentiable Graph Optimization for Neural Architecture Search
  1 Jan 2021 0 repositories listed
• Don't be picky, all students in the right family can learn from good teachers
  1 Jan 2021 0 repositories listed
• GSdyn: Learning training dynamics via online Gaussian optimization with gradient states
  1 Jan 2021 0 repositories listed
• Learning Collision-free Latent Space for Bayesian Optimization
  1 Jan 2021 0 repositories listed
• Learning to Make Decisions via Submodular Regularization
  1 Jan 2021 0 repositories listed
• Probabilistic Meta-Learning for Bayesian Optimization
  1 Jan 2021 0 repositories listed
• Zero-shot Transfer Learning for Gray-box Hyper-parameter Optimization
  1 Jan 2021 0 repositories listed
• Deep Evolutionary Learning for Molecular Design
  28 Dec 2020 0 repositories listed
• Emergent Hand Morphology and Control from Optimizing Robust Grasps of Diverse Objects
  22 Dec 2020 0 repositories listed
• Subword Sampling for Low Resource Word Alignment
  21 Dec 2020 0 repositories listed
• Detecting Botnet Attacks in IoT Environments: An Optimized Machine Learning Approach
  16 Dec 2020 0 repositories listed
• Amazon SageMaker Automatic Model Tuning: Scalable Gradient-Free Optimization
  15 Dec 2020 0 repositories listed
• Efficient Automatic CASH via Rising Bandits
  8 Dec 2020 0 repositories listed
• Adaptive Local Bayesian Optimization Over Multiple Discrete Variables
  7 Dec 2020 0 repositories listed
• Physics-Aware Gaussian Processes in Remote Sensing
  7 Dec 2020 0 repositories listed
• Bayesian optimization assisted unsupervised learning for efficient intra-tumor partitioning in MRI and survival prediction for glioblastoma patients
  5 Dec 2020 0 repositories listed
• NPAS: A Compiler-aware Framework of Unified Network Pruning and Architecture Search for Beyond Real-Time Mobile Acceleration
  1 Dec 2020 0 repositories listed
• Sentence Transformers and Bayesian Optimization for Adverse Drug Effect Detection from Twitter
  1 Dec 2020 0 repositories listed
• Reducing Discrimination in Learning Algorithms for Social Good in Sociotechnical Systems
  27 Nov 2020 0 repositories listed
• Combinatorial Bayesian Optimization with Random Mapping Functions to Convex Polytopes
  26 Nov 2020 0 repositories listed
• Hyper-parameter estimation method with particle swarm optimization
  24 Nov 2020 0 repositories listed
• Pareto-efficient Acquisition Functions for Cost-Aware Bayesian Optimization
  23 Nov 2020 0 repositories listed
• Learn to Bind and Grow Neural Structures
  21 Nov 2020 0 repositories listed
• Design of Experiments for Verifying Biomolecular Networks
  20 Nov 2020 0 repositories listed
• Efficient Exploration of Reward Functions in Inverse Reinforcement Learning via Bayesian Optimization
  17 Nov 2020 0 repositories listed
• Waypoint Optimization Using Bayesian Optimization: A Case Study in Airborne Wind Energy Systems
  17 Nov 2020 0 repositories listed
• Towards a General Framework for ML-based Self-tuning Databases
  16 Nov 2020 0 repositories listed
• Treatment Allocation with Strategic Agents
  12 Nov 2020 0 repositories listed
• A Learning-Based Tune-Free Control Framework for Large Scale Autonomous Driving System Deployment
  9 Nov 2020 0 repositories listed
• ASFGNN: Automated Separated-Federated Graph Neural Network
  6 Nov 2020 0 repositories listed
• Continuous surrogate-based optimization algorithms are well-suited for expensive discrete problems
  6 Nov 2020 0 repositories listed
• Bayesian Variational Optimization for Combinatorial Spaces
  3 Nov 2020 0 repositories listed
• Multi-Fidelity Multi-Objective Bayesian Optimization: An Output Space Entropy Search Approach
  2 Nov 2020 0 repositories listed
• AgEBO-Tabular: Joint Neural Architecture and Hyperparameter Search with Autotuned Data-Parallel Training for Tabular Data
  30 Oct 2020 0 repositories listed
• Bayesian Optimization Meets Laplace Approximation for Robotic Introspection
  30 Oct 2020 0 repositories listed
• Resource-Aware Pareto-Optimal Automated Machine Learning Platform
  30 Oct 2020 0 repositories listed
• Black-Box Optimization of Object Detector Scales
  29 Oct 2020 0 repositories listed
• Safety-Aware Cascade Controller Tuning Using Constrained Bayesian Optimization
  28 Oct 2020 0 repositories listed
• Scalable Bayesian Optimization with Sparse Gaussian Process Models
  26 Oct 2020 0 repositories listed
• Optimizing Coverage and Capacity in Cellular Networks using Machine Learning
  22 Oct 2020 0 repositories listed
• AutoBSS: An Efficient Algorithm for Block Stacking Style Search
  20 Oct 2020 0 repositories listed