Browse State-of-the-Art › Bayesian Optimization › Papers, page 17

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 17 of 19: papers 1,601 to 1,700 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.

• BOFFIN TTS: Few-Shot Speaker Adaptation by Bayesian Optimization
  4 Feb 2020 0 repositories listed
• Uncertainty Quantification for Bayesian Optimization
  4 Feb 2020 0 repositories listed
• Automatic Pruning for Quantized Neural Networks
  3 Feb 2020 0 repositories listed
• Stochastic geometry to generalize the Mondrian Process
  3 Feb 2020 0 repositories listed
• Bayesian optimization for backpropagation in Monte-Carlo tree search
  25 Jan 2020 0 repositories listed
• Tight Regret Bounds for Noisy Optimization of a Brownian Motion
  25 Jan 2020 0 repositories listed
• AutoFCL: Automatically Tuning Fully Connected Layers for Handling Small Dataset
  22 Jan 2020 0 repositories listed
• Bayesian Optimization for Policy Search in High-Dimensional Systems via Automatic Domain Selection
  21 Jan 2020 0 repositories listed
• Learning Directed Locomotion in Modular Robots with Evolvable Morphologies
  21 Jan 2020 0 repositories listed
• Adaptive Expansion Bayesian Optimization for Unbounded Global Optimization
  12 Jan 2020 0 repositories listed
• Preparation of ordered states in ultra-cold gases using Bayesian optimization
  10 Jan 2020 0 repositories listed
• Offline Contextual Bayesian Optimization for Nuclear Fusion
  6 Jan 2020 0 repositories listed
• Learning Human Postural Control with Hierarchical Acquisition Functions
  1 Jan 2020 0 repositories listed
• Learning Neural Surrogate Model for Warm-Starting Bayesian Optimization
  1 Jan 2020 0 repositories listed
• Outsourced Bayesian Optimization
  1 Jan 2020 0 repositories listed
• Model Inversion Networks for Model-Based Optimization
  31 Dec 2019 0 repositories listed
• Benchmarking the Neural Linear Model for Regression
  18 Dec 2019 0 repositories listed
• Kalman Filter Tuning with Bayesian Optimization
  17 Dec 2019 0 repositories listed
• Progressive Learning Algorithm for Efficient Person Re-Identification
  16 Dec 2019 0 repositories listed
• Bayesian Hyperparameter Optimization with BoTorch, GPyTorch and Ax
  11 Dec 2019 0 repositories listed
• Bayesian Optimization Approach for Analog Circuit Synthesis Using Neural Network
  1 Dec 2019 0 repositories listed
• Practical Two-Step Lookahead Bayesian Optimization
  1 Dec 2019 0 repositories listed
• Trading Convergence Rate with Computational Budget in High Dimensional Bayesian Optimization
  27 Nov 2019 0 repositories listed
• Bayesian optimization with local search
  20 Nov 2019 0 repositories listed
• A Simple Heuristic for Bayesian Optimization with A Low Budget
  18 Nov 2019 0 repositories listed
• Multi-Attribute Bayesian Optimization With Interactive Preference Learning
  14 Nov 2019 0 repositories listed
• AI-optimized detector design for the future Electron-Ion Collider: the dual-radiator RICH case
  13 Nov 2019 0 repositories listed
• Designing over uncertain outcomes with stochastic sampling Bayesian optimization
  5 Nov 2019 0 repositories listed
• Why Non-myopic Bayesian Optimization is Promising and How Far Should We Look-ahead? A Study via Rollout
  4 Nov 2019 0 repositories listed
• On Batch Bayesian Optimization
  4 Nov 2019 0 repositories listed
• Machine Learning for high speed channel optimization
  1 Nov 2019 0 repositories listed
• Safe Exploration for Interactive Machine Learning
  30 Oct 2019 0 repositories listed
• Robust Model-free Reinforcement Learning with Multi-objective Bayesian Optimization
  29 Oct 2019 0 repositories listed
• Intensity-Based Feature Selection for Near Real-Time Damage Diagnosis of Building Structures
  23 Oct 2019 0 repositories listed
• Approximate Sampling using an Accelerated Metropolis-Hastings based on Bayesian Optimization and Gaussian Processes
  21 Oct 2019 0 repositories listed
• Bayesian Optimization Allowing for Common Random Numbers
  21 Oct 2019 0 repositories listed
• Constrained Bayesian Optimization with Max-Value Entropy Search
  15 Oct 2019 0 repositories listed
• Bayesian Optimization using Pseudo-Points
  12 Oct 2019 0 repositories listed
• Bayesian Optimization Meets Riemannian Manifolds in Robot Learning
  11 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
• Bayesian Optimization for Materials Design with Mixed Quantitative and Qualitative Variables
  3 Oct 2019 0 repositories listed
• A Bayesian Optimization Framework for Neural Network Compression
  1 Oct 2019 0 repositories listed
• Forecasting Chaotic Systems with Very Low Connectivity Reservoir Computers
  1 Oct 2019 0 repositories listed
• A Quantile-based Approach for Hyperparameter Transfer Learning
  30 Sep 2019 0 repositories listed
• Active preference learning based on radial basis functions
  28 Sep 2019 0 repositories listed
• Learning search spaces for Bayesian optimization: Another view of hyperparameter transfer learning
  27 Sep 2019 0 repositories listed
• A Copula approach for hyperparameter transfer learning
  25 Sep 2019 0 repositories listed
• BANANAS: Bayesian Optimization with Neural Networks for Neural Architecture Search
  25 Sep 2019 0 repositories listed
• Multi-objective Neural Architecture Search via Predictive Network Performance Optimization
  25 Sep 2019 0 repositories listed
• Neural Architecture Search by Learning Action Space for Monte Carlo Tree Search
  25 Sep 2019 0 repositories listed
• A Hierarchical Two-tier Approach to Hyper-parameter Optimization in Reinforcement Learning
  18 Sep 2019 0 repositories listed
• Efficient Transfer Bayesian Optimization with Auxiliary Information
  17 Sep 2019 0 repositories listed
• Closed-loop Model Selection for Kernel-based Models using Bayesian Optimization
  12 Sep 2019 0 repositories listed
• BOSH: An Efficient Meta Algorithm for Decision-based Attacks
  10 Sep 2019 0 repositories listed
• Distributed creation of Machine learning agents for Blockchain analysis
  6 Sep 2019 0 repositories listed
• Adaptive Configuration Oracle for Online Portfolio Selection Methods
  22 Aug 2019 0 repositories listed
• Lung segmentation on chest x-ray images in patients with severe abnormal findings using deep learning
  21 Aug 2019 0 repositories listed
• Interactive Trajectory Adaptation through Force-guided Bayesian Optimization
  20 Aug 2019 0 repositories listed
• Towards Assessing the Impact of Bayesian Optimization's Own Hyperparameters
  19 Aug 2019 0 repositories listed
• Hybrid methodology based on Bayesian optimization and GA-PARSIMONY to search for parsimony models by combining hyperparameter optimization and feature selection
  18 Aug 2019 0 repositories listed
• Optimizing quantum heuristics with meta-learning
  8 Aug 2019 0 repositories listed
• Classified Regression for Bayesian Optimization: Robot Learning with Unknown Penalties
  24 Jul 2019 0 repositories listed
• Adaptive Compression-based Lifelong Learning
  23 Jul 2019 0 repositories listed
• Accelerating Experimental Design by Incorporating Experimenter Hunches
  22 Jul 2019 0 repositories listed
• Techniques for Automated Machine Learning
  21 Jul 2019 0 repositories listed
• Informative Path Planning with Local Penalization for Decentralized and Asynchronous Swarm Robotic Search
  9 Jul 2019 0 repositories listed
• Data-Centric Mixed-Variable Bayesian Optimization For Materials Design
  4 Jul 2019 0 repositories listed
• Mixed-Variable Bayesian Optimization
  2 Jul 2019 0 repositories listed
• Safe Contextual Bayesian Optimization for Sustainable Room Temperature PID Control Tuning
  28 Jun 2019 0 repositories listed
• Modulating Surrogates for Bayesian Optimization
  26 Jun 2019 0 repositories listed
• Bayesian Optimization with Directionally Constrained Search
  22 Jun 2019 0 repositories listed
• Sparse Spectrum Gaussian Process for Bayesian Optimization
  21 Jun 2019 0 repositories listed
• Maximizing Overall Diversity for Improved Uncertainty Estimates in Deep Ensembles
  18 Jun 2019 0 repositories listed
• Bayesian Optimization with Binary Auxiliary Information
  17 Jun 2019 0 repositories listed
• Learning Interpretable Models Using Uncertainty Oracles
  17 Jun 2019 0 repositories listed
• Global optimization via inverse distance weighting and radial basis functions
  15 Jun 2019 0 repositories listed
• PABO: Pseudo Agent-Based Multi-Objective Bayesian Hyperparameter Optimization for Efficient Neural Accelerator Design
  11 Jun 2019 0 repositories listed
• Sampling Humans for Optimizing Preferences in Coloring Artwork
  10 Jun 2019 0 repositories listed
• Multi-objective Bayesian Optimization using Pareto-frontier Entropy
  1 Jun 2019 0 repositories listed
• Adaptive Model Refinement with Batch Bayesian Sampling for Optimization of Bio-inspired Flow Tailoring
  31 May 2019 0 repositories listed
• Lifelong Bayesian Optimization
  29 May 2019 0 repositories listed
• Automatic Machine Learning by Pipeline Synthesis using Model-Based Reinforcement Learning and a Grammar
  24 May 2019 0 repositories listed
• Efficient Batch Black-box Optimization with Deterministic Regret Bounds
  24 May 2019 0 repositories listed
• Bayesian Optimization with Approximate Set Kernels
  23 May 2019 0 repositories listed
• Bayesian Optimized Continual Learning with Attention Mechanism
  10 May 2019 0 repositories listed
• Bayesian Optimization using Deep Gaussian Processes
  7 May 2019 0 repositories listed
• Bayesian Optimization for Multi-objective Optimization and Multi-point Search
  7 May 2019 0 repositories listed
• Interpretability with Accurate Small Models
  4 May 2019 0 repositories listed
• Factored Contextual Policy Search with Bayesian Optimization
  26 Apr 2019 0 repositories listed
• Batched Stochastic Bayesian Optimization via Combinatorial Constraints Design
  17 Apr 2019 0 repositories listed
• AutoSeM: Automatic Task Selection and Mixing in Multi-Task Learning
  8 Apr 2019 0 repositories listed
• Learning to Control Highly Accelerated Ballistic Movements on Muscular Robots
  7 Apr 2019 0 repositories listed
• Enhancement of Energy-Based Swing-Up Controller via Entropy Search
  2 Apr 2019 0 repositories listed
• Adaptive Bayesian Linear Regression for Automated Machine Learning
  1 Apr 2019 0 repositories listed
• Bayesian Optimization for Policy Search via Online-Offline Experimentation
  1 Apr 2019 0 repositories listed
• Using Gaussian process regression for efficient parameter reconstruction
  28 Mar 2019 0 repositories listed
• Sampling Acquisition Functions for Batch Bayesian Optimization
  22 Mar 2019 0 repositories listed
• Financial Applications of Gaussian Processes and Bayesian Optimization
  12 Mar 2019 0 repositories listed
• Practical Multi-fidelity Bayesian Optimization for Hyperparameter Tuning
  12 Mar 2019 0 repositories listed
• Sim-to-Real Transfer for Biped Locomotion
  4 Mar 2019 0 repositories listed