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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 19 of 19: papers 1,801 to 1,900 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.

• Robust Optimization for Non-Convex Objectives
  4 Jul 2017 0 repositories listed
• Structure Optimization for Deep Multimodal Fusion Networks using Graph-Induced Kernels
  3 Jul 2017 0 repositories listed
• autoBagging: Learning to Rank Bagging Workflows with Metalearning
  28 Jun 2017 0 repositories listed
• Constrained Bayesian Optimization with Noisy Experiments
  21 Jun 2017 0 repositories listed
• Parallel and Distributed Thompson Sampling for Large-scale Accelerated Exploration of Chemical Space
  6 Jun 2017 0 repositories listed
• Improving the Expected Improvement Algorithm
  29 May 2017 0 repositories listed
• Preferential Bayesian Optimization
  12 Apr 2017 0 repositories listed
• Exploiting gradients and Hessians in Bayesian optimization and Bayesian quadrature
  31 Mar 2017 0 repositories listed
• Adaptive Simulation-based Training of AI Decision-makers using Bayesian Optimization
  27 Mar 2017 0 repositories listed
• Goal-Driven Dynamics Learning via Bayesian Optimization
  27 Mar 2017 0 repositories listed
• Gaussian Processes with Context-Supported Priors for Active Object Localization
  25 Mar 2017 0 repositories listed
• Information-theoretic Model Identification and Policy Search using Physics Engines with Application to Robotic Manipulation
  22 Mar 2017 0 repositories listed
• Black-Box Optimization in Machine Learning with Trust Region Based Derivative Free Algorithm
  20 Mar 2017 0 repositories listed
• Budgeted Batch Bayesian Optimization With Unknown Batch Sizes
  15 Mar 2017 0 repositories listed
• Using Graphs of Classifiers to Impose Declarative Constraints on Semi-supervised Learning
  5 Mar 2017 0 repositories listed
• Virtual vs. Real: Trading Off Simulations and Physical Experiments in Reinforcement Learning with Bayesian Optimization
  3 Mar 2017 0 repositories listed
• Approximate Computational Approaches for Bayesian Sensor Placement in High Dimensions
  1 Mar 2017 0 repositories listed
• Bayesian Optimization with Shape Constraints
  28 Dec 2016 0 repositories listed
• Output Constraint Transfer for Kernelized Correlation Filter in Tracking
  16 Dec 2016 0 repositories listed
• Bayesian Optimization for Machine Learning : A Practical Guidebook
  14 Dec 2016 0 repositories listed
• Hybrid Repeat/Multi-point Sampling for Highly Volatile Objective Functions
  13 Dec 2016 0 repositories listed
• Towards Adaptive Training of Agent-based Sparring Partners for Fighter Pilots
  13 Dec 2016 0 repositories listed
• Advancing Bayesian Optimization: The Mixed-Global-Local (MGL) Kernel and Length-Scale Cool Down
  9 Dec 2016 0 repositories listed
• Factored Contextual Policy Search with Bayesian Optimization
  6 Dec 2016 0 repositories listed
• Active Search for Sparse Signals with Region Sensing
  2 Dec 2016 0 repositories listed
• Bayesian optimization for automated model selection
  1 Dec 2016 0 repositories listed
• Bayesian Optimization with a Finite Budget: An Approximate Dynamic Programming Approach
  1 Dec 2016 0 repositories listed
• Hypervolume-based Multi-objective Bayesian Optimization with Student-t Processes
  1 Dec 2016 0 repositories listed
• Threshold Learning for Optimal Decision Making
  1 Dec 2016 0 repositories listed
• Tuning the Scheduling of Distributed Stochastic Gradient Descent with Bayesian Optimization
  1 Dec 2016 0 repositories listed
• Safety-Aware Robot Damage Recovery Using Constrained Bayesian Optimization and Simulated Priors
  28 Nov 2016 0 repositories listed
• Compensating for Large In-Plane Rotations in Natural Images
  17 Nov 2016 0 repositories listed
• Batched Gaussian Process Bandit Optimization via Determinantal Point Processes
  13 Nov 2016 0 repositories listed
• Learning to Learn without Gradient Descent by Gradient Descent
  11 Nov 2016 0 repositories listed
• A Bayesian optimization approach to find Nash equilibria
  8 Nov 2016 0 repositories listed
• Truncated Variance Reduction: A Unified Approach to Bayesian Optimization and Level-Set Estimation
  24 Oct 2016 0 repositories listed
• Sample Efficient Optimization for Learning Controllers for Bipedal Locomotion
  15 Oct 2016 0 repositories listed
• Towards semi-episodic learning for robot damage recovery
  5 Oct 2016 0 repositories listed
• Funneled Bayesian Optimization for Design, Tuning and Control of Autonomous Systems
  2 Oct 2016 0 repositories listed
• Exact Sampling from Determinantal Point Processes
  22 Sep 2016 0 repositories listed
• Efficient batch-sequential Bayesian optimization with moments of truncated Gaussian vectors
  9 Sep 2016 0 repositories listed
• Predictive Entropy Search for Multi-objective Bayesian Optimization with Constraints
  5 Sep 2016 0 repositories listed
• Learning an Optimization Algorithm through Human Design Iterations
  24 Aug 2016 0 repositories listed
• Fast Calculation of the Knowledge Gradient for Optimization of Deterministic Engineering Simulations
  16 Aug 2016 0 repositories listed
• Warm Starting Bayesian Optimization
  11 Aug 2016 0 repositories listed
• A Sensorimotor Reinforcement Learning Framework for Physical Human-Robot Interaction
  27 Jul 2016 0 repositories listed
• Multi-Step Bayesian Optimization for One-Dimensional Feasibility Determination
  11 Jul 2016 0 repositories listed
• Shallow Discourse Parsing Using Distributed Argument Representations and Bayesian Optimization
  14 Jun 2016 0 repositories listed
• Bayesian optimization under mixed constraints with a slack-variable augmented Lagrangian
  31 May 2016 0 repositories listed
• Bayesian Hyperparameter Optimization for Ensemble Learning
  20 May 2016 0 repositories listed
• Evaluation System for a Bayesian Optimization Service
  19 May 2016 0 repositories listed
• Learning the Curriculum with Bayesian Optimization for Task-Specific Word Representation Learning
  12 May 2016 0 repositories listed
• Automatic LQR Tuning Based on Gaussian Process Global Optimization
  6 May 2016 0 repositories listed
• A Probabilistic Adaptive Search System for Exploring the Face Space
  28 Apr 2016 0 repositories listed
• CMA-ES for Hyperparameter Optimization of Deep Neural Networks
  25 Apr 2016 0 repositories listed
• Speed-Constrained Tuning for Statistical Machine Translation Using Bayesian Optimization
  18 Apr 2016 0 repositories listed
• Bayesian Neighbourhood Component Analysis
  8 Apr 2016 0 repositories listed
• Bayesian Optimization with Exponential Convergence
  5 Apr 2016 0 repositories listed
• A sequential Monte Carlo approach to Thompson sampling for Bayesian optimization
  1 Apr 2016 0 repositories listed
• A Stratified Analysis of Bayesian Optimization Methods
  31 Mar 2016 0 repositories listed
• Unscented Bayesian Optimization for Safe Robot Grasping
  7 Mar 2016 0 repositories listed
• Multi-Information Source Optimization
  1 Mar 2016 0 repositories listed
• Parallel Bayesian Global Optimization of Expensive Functions
  16 Feb 2016 0 repositories listed
• Stratified Bayesian Optimization
  7 Feb 2016 0 repositories listed
• Time-Varying Gaussian Process Bandit Optimization
  25 Jan 2016 0 repositories listed
• Probabilistic Programming with Gaussian Process Memoization
  17 Dec 2015 0 repositories listed
• Stopping criteria for boosting automatic experimental design using real-time fMRI with Bayesian optimization
  24 Nov 2015 0 repositories listed
• Parallel Predictive Entropy Search for Batch Global Optimization of Expensive Objective Functions
  23 Nov 2015 0 repositories listed
• Gaussian Process Planning with Lipschitz Continuous Reward Functions: Towards Unifying Bayesian Optimization, Active Learning, and Beyond
  21 Nov 2015 0 repositories listed
• Variational Auto-encoded Deep Gaussian Processes
  19 Nov 2015 0 repositories listed
• Bayesian Optimization with Dimension Scheduling: Application to Biological Systems
  17 Nov 2015 0 repositories listed
• Predictive Entropy Search for Multi-objective Bayesian Optimization
  17 Nov 2015 0 repositories listed
• Active Contextual Entropy Search
  13 Nov 2015 0 repositories listed
• UAVs using Bayesian Optimization to Locate WiFi Devices
  13 Oct 2015 0 repositories listed
• Unbounded Bayesian Optimization via Regularization
  14 Aug 2015 0 repositories listed
• Local Nonstationarity for Efficient Bayesian Optimization
  5 Jun 2015 0 repositories listed
• Bayesian Optimization for Synthetic Gene Design
  7 May 2015 0 repositories listed
• Improving Object Detection with Deep Convolutional Networks via Bayesian Optimization and Structured Prediction
  13 Apr 2015 0 repositories listed
• Differentiating the multipoint Expected Improvement for optimal batch design
  18 Mar 2015 0 repositories listed
• Bayesian Optimization of Text Representations
  2 Mar 2015 0 repositories listed
• Classification and Bayesian Optimization for Likelihood-Free Inference
  19 Feb 2015 0 repositories listed
• Differentially Private Bayesian Optimization
  16 Jan 2015 0 repositories listed
• Bayesian Optimization for Likelihood-Free Inference of Simulator-Based Statistical Models
  14 Jan 2015 0 repositories listed
• Scalability of using Restricted Boltzmann Machines for Combinatorial Optimization
  27 Nov 2014 0 repositories listed
• A warped kernel improving robustness in Bayesian optimization via random embeddings
  13 Nov 2014 0 repositories listed
• Enhanced Higgs to τ^+τ^- Searches with Deep Learning
  13 Oct 2014 0 repositories listed
• Raiders of the Lost Architecture: Kernels for Bayesian Optimization in Conditional Parameter Spaces
  14 Sep 2014 0 repositories listed
• A new integral loss function for Bayesian optimization
  20 Aug 2014 0 repositories listed
• An Entropy Search Portfolio for Bayesian Optimization
  18 Jun 2014 0 repositories listed
• Bayesian Multi-Scale Optimistic Optimization
  27 Feb 2014 0 repositories listed
• Student-t Processes as Alternatives to Gaussian Processes
  18 Feb 2014 0 repositories listed
• Bayesian optimization explains human active search
  1 Dec 2013 0 repositories listed
• High-Dimensional Gaussian Process Bandits
  1 Dec 2013 0 repositories listed
• No Free Lunch Theorem and Bayesian probability theory: two sides of the same coin. Some implications for black-box optimization and metaheuristics
  23 Nov 2013 0 repositories listed
• Active Learning of Linear Embeddings for Gaussian Processes
  24 Oct 2013 0 repositories listed
• Bayesian Optimization With Censored Response Data
  7 Oct 2013 0 repositories listed
• BayesOpt: A Library for Bayesian optimization with Robotics Applications
  3 Sep 2013 0 repositories listed
• Exploiting correlation and budget constraints in Bayesian multi-armed bandit optimization
  27 Mar 2013 0 repositories listed
• A Lipschitz Exploration-Exploitation Scheme for Bayesian Optimization
  30 Mar 2012 0 repositories listed
• Batch Bayesian Optimization via Simulation Matching
  1 Dec 2010 0 repositories listed