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Bayesian Optimisation

Papers archive 2025-07-28

archive papers tagged: 221 · with a code link: 97 · where Syntology ran a sample: 31 (27 with a run with no instrument failure, 4 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (31 of 221 tagged: 27 with a run with no instrument failure, 4 where every run was a failure of Syntology's instrument)

Page 2 of 3: papers 101 to 200 of 221, 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.

• Few-shot crack image classification using clip based on bayesian optimization
  1 Mar 2025 0 repositories listed
• Maximizing Uncertainty for Federated learning via Bayesian Optimisation-based Model Poisoning
  14 Jan 2025 0 repositories listed
• Multi-view Bayesian optimisation in reduced dimension for engineering design
  2 Jan 2025 0 repositories listed
• Dimensionality Reduction Techniques for Global Bayesian Optimisation
  12 Dec 2024 0 repositories listed
• Graph Agnostic Causal Bayesian Optimisation
  5 Nov 2024 0 repositories listed
• Large Language Models Orchestrating Structured Reasoning Achieve Kaggle Grandmaster Level
  5 Nov 2024 0 repositories listed
• Large Language Models for Human-Machine Collaborative Particle Accelerator Tuning through Natural Language
  14 May 2024 0 repositories listed
• Unsupervised machine learning for data-driven rock mass classification: addressing limitations in existing systems using drilling data
  4 May 2024 0 repositories listed
• Some variation of COBRA in sequential learning setup
  7 Apr 2024 0 repositories listed
• Single and Multi-Objective Real-Time Optimisation of an Industrial Injection Moulding Process via a Bayesian Adaptive Design of Experiment Approach
  19 Feb 2024 0 repositories listed
• Time-Varying Gaussian Process Bandits with Unknown Prior
  2 Feb 2024 0 repositories listed
• Long-run Behaviour of Multi-fidelity Bayesian Optimisation
  19 Dec 2023 0 repositories listed
• High-Dimensional Bayesian Optimisation with Large-Scale Constraints -- An Application to Aeroelastic Tailoring
  14 Dec 2023 0 repositories listed
• Beyond Expected Return: Accounting for Policy Reproducibility when Evaluating Reinforcement Learning Algorithms
  12 Dec 2023 0 repositories listed
• Search Strategies for Self-driving Laboratories with Pending Experiments
  6 Dec 2023 0 repositories listed
• Impact of HPO on AutoML Forecasting Ensembles
  7 Nov 2023 0 repositories listed
• Multi-fidelity Bayesian Optimisation of Syngas Fermentation Simulators
  6 Nov 2023 0 repositories listed
• Shaping of Magnetic Field Coils in Fusion Reactors using Bayesian Optimisation
  2 Oct 2023 0 repositories listed
• Graph-enabled Reinforcement Learning for Time Series Forecasting with Adaptive Intelligence
  18 Sep 2023 0 repositories listed
• Optimal Observation-Intervention Trade-Off in Optimisation Problems with Causal Structure
  5 Sep 2023 0 repositories listed
• Will More Expressive Graph Neural Networks do Better on Generative Tasks?
  23 Aug 2023 0 repositories listed
• Machine Learning-Assisted Discovery of Flow Reactor Designs
  17 Aug 2023 0 repositories listed
• Bayesian Optimisation of Functions on Graphs
  8 Jun 2023 0 repositories listed
• Uncovering Energy-Efficient Practices in Deep Learning Training: Preliminary Steps Towards Green AI
  24 Mar 2023 0 repositories listed
• Automated control and optimisation of laser driven ion acceleration
  1 Mar 2023 0 repositories listed
• MONGOOSE: Path-wise Smooth Bayesian Optimisation via Meta-learning
  22 Feb 2023 0 repositories listed
• Delayed Feedback in Kernel Bandits
  1 Feb 2023 0 repositories listed
• Contextual Causal Bayesian Optimisation
  29 Jan 2023 0 repositories listed
• Intrinsic Bayesian Optimisation on Complex Constrained Domain
  29 Jan 2023 0 repositories listed
• Inducing Point Allocation for Sparse Gaussian Processes in High-Throughput Bayesian Optimisation
  24 Jan 2023 0 repositories listed
• Cell-Free Data Power Control Via Scalable Multi-Objective Bayesian Optimisation
  20 Dec 2022 0 repositories listed
• Bayesian learning of feature spaces for multitasks problems
  7 Sep 2022 0 repositories listed
• A Two-Stage Bayesian Optimisation for Automatic Tuning of an Unscented Kalman Filter for Vehicle Sideslip Angle Estimation
  30 Jun 2022 0 repositories listed
• Information-theoretic Inducing Point Placement for High-throughput Bayesian Optimisation
  6 Jun 2022 0 repositories listed
• Sample-Efficient Optimisation with Probabilistic Transformer Surrogates
  27 May 2022 0 repositories listed
• Mono-surrogate vs Multi-surrogate in Multi-objective Bayesian Optimisation
  2 May 2022 0 repositories listed
• R-MBO: A Multi-surrogate Approach for Preference Incorporation in Multi-objective Bayesian Optimisation
  27 Apr 2022 0 repositories listed
• Wind Farm Layout Optimisation using Set Based Multi-objective Bayesian Optimisation
  31 Mar 2022 0 repositories listed
• Adaptive Model Predictive Control by Learning Classifiers
  13 Mar 2022 0 repositories listed
• Bayesian Optimisation-Assisted Neural Network Training Technique for Radio Localisation
  8 Mar 2022 0 repositories listed
• Bayesian Optimisation for Robust Model Predictive Control under Model Parameter Uncertainty
  1 Mar 2022 0 repositories listed
• Bayesian Optimisation for Active Monitoring of Air Pollution
  15 Feb 2022 0 repositories listed
• Fast Model-based Policy Search for Universal Policy Networks
  11 Feb 2022 0 repositories listed
• Uncertainty Aware System Identification with Universal Policies
  11 Feb 2022 0 repositories listed
• Bayesian Optimisation for Mixed-Variable Inputs using Value Proposals
  10 Feb 2022 0 repositories listed
• Adjoint-aided inference of Gaussian process driven differential equations
  9 Feb 2022 0 repositories listed
• Bayesian Deep Learning for Interactive Community Question Answering
  16 Jan 2022 0 repositories listed
• Towards automated optimisation of residual convolutional neural networks for electrocardiogram classification
  11 Dec 2021 0 repositories listed
• BOiLS: Bayesian Optimisation for Logic Synthesis
  11 Nov 2021 0 repositories listed
• Approximate Neural Architecture Search via Operation Distribution Learning
  8 Nov 2021 0 repositories listed
• Choice functions based multi-objective Bayesian optimisation
  15 Oct 2021 0 repositories listed
• Approximate Bayesian Optimisation for Neural Networks
  27 Aug 2021 0 repositories listed
• Counterfactual Explanations for Arbitrary Regression Models
  29 Jun 2021 0 repositories listed
• Attacking Graph Classification via Bayesian Optimisation
  18 Jun 2021 0 repositories listed
• Bayesian Optimisation with Formal Guarantees
  10 Jun 2021 0 repositories listed
• BayesIMP: Uncertainty Quantification for Causal Data Fusion
  7 Jun 2021 0 repositories listed
• Bayesian Optimisation for Constrained Problems
  27 May 2021 0 repositories listed
• Bayesian Optimistic Optimisation with Exponentially Decaying Regret
  10 May 2021 0 repositories listed
• Bayesian Optimisation for a Biologically Inspired Population Neural Network
  13 Apr 2021 0 repositories listed
• What Makes an Effective Scalarising Function for Multi-Objective Bayesian Optimisation?
  10 Apr 2021 0 repositories listed
• Approximate Bayesian inference from noisy likelihoods with Gaussian process emulated MCMC
  8 Apr 2021 0 repositories listed
• Risk-Averse Bayes-Adaptive Reinforcement Learning
  10 Feb 2021 0 repositories listed
• GIBBON: General-purpose Information-Based Bayesian OptimisatioN
  5 Feb 2021 0 repositories listed
• Learning to Explore with Pleasure
  1 Jan 2021 0 repositories listed
• Detecting COVID-19 from Breathing and Coughing Sounds using Deep Neural Networks
  29 Dec 2020 0 repositories listed
• Optimising Placement of Pollution Sensors in Windy Environments
  19 Dec 2020 0 repositories listed
• Automatic Clustering for Unsupervised Risk Diagnosis of Vehicle Driving for Smart Road
  24 Nov 2020 0 repositories listed
• Predicting special care during the COVID-19 pandemic: A machine learning approach
  6 Nov 2020 0 repositories listed
• Heteroscedastic Bayesian Optimisation for Stochastic Model Predictive Control
  1 Oct 2020 0 repositories listed
• Optimal Use of Multi-spectral Satellite Data with Convolutional Neural Networks
  15 Sep 2020 0 repositories listed
• Sequential Subspace Search for Functional Bayesian Optimization Incorporating Experimenter Intuition
  8 Sep 2020 0 repositories listed
• Sub-linear Regret Bounds for Bayesian Optimisation in Unknown Search Spaces
  5 Sep 2020 0 repositories listed
• Preferential Bayesian optimisation with Skew Gaussian Processes
  15 Aug 2020 0 repositories listed
• Bayesian Optimization for Developmental Robotics with Meta-Learning by Parameters Bounds Reduction
  30 Jul 2020 0 repositories listed
• Automatic Tuning of Stochastic Gradient Descent with Bayesian Optimisation
  25 Jun 2020 0 repositories listed
• Bayesian Optimisation vs. Input Uncertainty Reduction
  31 May 2020 0 repositories listed
• BOP-Elites, a Bayesian Optimisation algorithm for Quality-Diversity search
  8 May 2020 0 repositories listed
• Bayesian optimisation of large-scale photonic reservoir computers
  6 Apr 2020 0 repositories listed
• Incorporating Expert Prior in Bayesian Optimisation via Space Warping
  27 Mar 2020 0 repositories listed
• Misspecification-robust likelihood-free inference in high dimensions
  21 Feb 2020 0 repositories listed
• Regret Bounds for Noise-Free Kernel-Based Bandits
  12 Feb 2020 0 repositories listed
• Black-Box Saliency Map Generation Using Bayesian Optimisation
  30 Jan 2020 0 repositories listed
• Bayesian Quantile and Expectile Optimisation
  12 Jan 2020 0 repositories listed
• Hidden Markov Model: Tutorial
  10 Dec 2019 0 repositories listed
• Ordinal Bayesian Optimisation
  5 Dec 2019 0 repositories listed
• Trading Convergence Rate with Computational Budget in High Dimensional Bayesian Optimization
  27 Nov 2019 0 repositories listed
• Parameter Optimization and Learning in a Spiking Neural Network for UAV Obstacle Avoidance targeting Neuromorphic Processors
  17 Oct 2019 0 repositories listed
• Batch simulations and uncertainty quantification in Gaussian process surrogate approximate Bayesian computation
  14 Oct 2019 0 repositories listed
• Optimal experimental design via Bayesian optimization: active causal structure learning for Gaussian process networks
  9 Oct 2019 0 repositories listed
• Antifragile and Robust Heteroscedastic Bayesian Optimisation
  25 Sep 2019 0 repositories listed
• Bayesian Optimisation with Gaussian Processes for Premise Selection
  18 Sep 2019 0 repositories listed
• Cost-aware Multi-objective Bayesian optimisation
  9 Sep 2019 0 repositories listed
• 'In-Between' Uncertainty in Bayesian Neural Networks
  27 Jun 2019 0 repositories listed
• Sparse Spectrum Gaussian Process for Bayesian Optimization
  21 Jun 2019 0 repositories listed
• MEMe: An Accurate Maximum Entropy Method for Efficient Approximations in Large-Scale Machine Learning
  3 Jun 2019 0 repositories listed
• Bayesian Search for Robust Optima
  25 Apr 2019 0 repositories listed
• Meta-Learning surrogate models for sequential decision making
  28 Mar 2019 0 repositories listed
• Bayesian optimisation under uncertain inputs
  21 Feb 2019 0 repositories listed
• Stable Bayesian Optimisation via Direct Stability Quantification
  21 Feb 2019 0 repositories listed
• On resampling vs. adjusting probabilistic graphical models in estimation of distribution algorithms
  15 Feb 2019 0 repositories listed