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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 18 of 19: papers 1,701 to 1,800 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.

• Fully Distributed Bayesian Optimization with Stochastic Policies
  26 Feb 2019 0 repositories listed
• Topological Bayesian Optimization with Persistence Diagrams
  26 Feb 2019 0 repositories listed
• Quantifying error contributions of computational steps, algorithms and hyperparameter choices in image classification pipelines
  25 Feb 2019 0 repositories listed
• Multifidelity Bayesian Optimization for Binomial Output
  19 Feb 2019 0 repositories listed
• The Kalai-Smorodinski solution for many-objective Bayesian optimization
  18 Feb 2019 0 repositories listed
• Harnessing Low-Fidelity Data to Accelerate Bayesian Optimization via Posterior Regularization
  11 Feb 2019 0 repositories listed
• Fast Hyperparameter Tuning using Bayesian Optimization with Directional Derivatives
  6 Feb 2019 0 repositories listed
• Bayesian optimization in ab initio nuclear physics
  3 Feb 2019 0 repositories listed
• Evaluation Function Approximation for Scrabble
  25 Jan 2019 0 repositories listed
• Multi-fidelity Bayesian Optimization with Max-value Entropy Search and its parallelization
  24 Jan 2019 0 repositories listed
• On Local Optimizers of Acquisition Functions in Bayesian Optimization
  24 Jan 2019 0 repositories listed
• Efficient surrogate modeling methods for large-scale Earth system models based on machine learning techniques
  16 Jan 2019 0 repositories listed
• No-Regret Bayesian Optimization with Unknown Hyperparameters
  10 Jan 2019 0 repositories listed
• Fast Exact Computation of Expected HyperVolume Improvement
  18 Dec 2018 0 repositories listed
• Bayesian Optimization in AlphaGo
  17 Dec 2018 0 repositories listed
• Data-efficient Auto-tuning with Bayesian Optimization: An Industrial Control Study
  15 Dec 2018 0 repositories listed
• Code Failure Prediction and Pattern Extraction using LSTM Networks
  13 Dec 2018 0 repositories listed
• Doubly Bayesian Optimization
  11 Dec 2018 0 repositories listed
• Progressive Sampling-Based Bayesian Optimization for Efficient and Automatic Machine Learning Model Selection
  6 Dec 2018 0 repositories listed
• Learning to Design Circuits
  5 Dec 2018 0 repositories listed
• Automating Bayesian optimization with Bayesian optimization
  1 Dec 2018 0 repositories listed
• Efficient High Dimensional Bayesian Optimization with Additivity and Quadrature Fourier Features
  1 Dec 2018 0 repositories listed
• Scalable Hyperparameter Transfer Learning
  1 Dec 2018 0 repositories listed
• Learning Multiple Defaults for Machine Learning Algorithms
  23 Nov 2018 0 repositories listed
• Deep Siamese Networks with Bayesian non-Parametrics for Video Object Tracking
  18 Nov 2018 0 repositories listed
• Suggesting Cooking Recipes Through Simulation and Bayesian Optimization
  9 Nov 2018 0 repositories listed
• Fast Hyperparameter Optimization of Deep Neural Networks via Ensembling Multiple Surrogates
  6 Nov 2018 0 repositories listed
• Practical Batch Bayesian Optimization for Less Expensive Functions
  5 Nov 2018 0 repositories listed
• A Batched Scalable Multi-Objective Bayesian Optimization Algorithm
  4 Nov 2018 0 repositories listed
• A General Framework for Multi-fidelity Bayesian Optimization with Gaussian Processes
  2 Nov 2018 0 repositories listed
• Nonlocal flocking dynamics: Learning the fractional order of PDEs from particle simulations
  27 Oct 2018 0 repositories listed
• Machine Learning Accelerated Likelihood-Free Event Reconstruction in Dark Matter Direct Detection
  23 Oct 2018 0 repositories listed
• Combining Bayesian Optimization and Lipschitz Optimization
  10 Oct 2018 0 repositories listed
• Global Search with Bernoulli Alternation Kernel for Task-oriented Grasping Informed by Simulation
  10 Oct 2018 0 repositories listed
• Developmental Bayesian Optimization of Black-Box with Visual Similarity-Based Transfer Learning
  26 Sep 2018 0 repositories listed
• Benchmarking five global optimization approaches for nano-optical shape optimization and parameter reconstruction
  18 Sep 2018 0 repositories listed
• Benchmarking and Optimization of Gradient Boosting Decision Tree Algorithms
  12 Sep 2018 0 repositories listed
• PARyOpt: A software for Parallel Asynchronous Remote Bayesian Optimization
  12 Sep 2018 0 repositories listed
• Gait learning for soft microrobots controlled by light fields
  10 Sep 2018 0 repositories listed
• Molecular Hypergraph Grammar with its Application to Molecular Optimization
  8 Sep 2018 0 repositories listed
• Constraint-Aware Deep Neural Network Compression
  1 Sep 2018 0 repositories listed
• On a New Improvement-Based Acquisition Function for Bayesian Optimization
  21 Aug 2018 0 repositories listed
• Designing Adaptive Neural Networks for Energy-Constrained Image Classification
  5 Aug 2018 0 repositories listed
• Is One Hyperparameter Optimizer Enough?
  29 Jul 2018 0 repositories listed
• Weak in the NEES?: Auto-tuning Kalman Filters with Bayesian Optimization
  23 Jul 2018 0 repositories listed
• Generic Camera Attribute Control using Bayesian Optimization
  21 Jul 2018 0 repositories listed
• A survey on policy search algorithms for learning robot controllers in a handful of trials
  6 Jul 2018 0 repositories listed
• Dynamic Control of Explore/Exploit Trade-Off In Bayesian Optimization
  3 Jul 2018 0 repositories listed
• Structured Variationally Auto-encoded Optimization
  1 Jul 2018 0 repositories listed
• Bayesian optimization of the PC algorithm for learning Gaussian Bayesian networks
  28 Jun 2018 0 repositories listed
• Stagewise Safe Bayesian Optimization with Gaussian Processes
  20 Jun 2018 0 repositories listed
• Efficient and Scalable Batch Bayesian Optimization Using K-Means
  4 Jun 2018 0 repositories listed
• A Flexible Framework for Multi-Objective Bayesian Optimization using Random Scalarizations
  30 May 2018 0 repositories listed
• Tight Regret Bounds for Bayesian Optimization in One Dimension
  30 May 2018 0 repositories listed
• Neural Generative Models for Global Optimization with Gradients
  22 May 2018 0 repositories listed
• Accelerated Bayesian Optimization throughWeight-Prior Tuning
  21 May 2018 0 repositories listed
• Independent Component Analysis via Energy-based and Kernel-based Mutual Dependence Measures
  17 May 2018 0 repositories listed
• Towards Autonomous Reinforcement Learning: Automatic Setting of Hyper-parameters using Bayesian Optimization
  12 May 2018 0 repositories listed
• Graph Bayesian Optimization: Algorithms, Evaluations and Applications
  3 May 2018 0 repositories listed
• Semi-Supervised Learning with Declaratively Specified Entropy Constraints
  24 Apr 2018 0 repositories listed
• Efficient Model Identification for Tensegrity Locomotion
  12 Apr 2018 0 repositories listed
• Policy Search in Continuous Action Domains: an Overview
  13 Mar 2018 0 repositories listed
• Bayesian Optimization for Dynamic Problems
  9 Mar 2018 0 repositories listed
• High Dimensional Bayesian Optimization Using Dropout
  15 Feb 2018 0 repositories listed
• Bayesian Optimization Using Monotonicity Information and Its Application in Machine Learning Hyperparameter
  10 Feb 2018 0 repositories listed
• ILPS at TREC 2017 Common Core Track
  31 Jan 2018 0 repositories listed
• Information Directed Sampling and Bandits with Heteroscedastic Noise
  29 Jan 2018 0 repositories listed
• Upgrading from Gaussian Processes to Student's-T Processes
  18 Jan 2018 0 repositories listed
• Lifelong Learning for Sentiment Classification
  9 Jan 2018 0 repositories listed
• Combination of Hyperband and Bayesian Optimization for Hyperparameter Optimization in Deep Learning
  5 Jan 2018 0 repositories listed
• Implementation of Deep Convolutional Neural Network in Multi-class Categorical Image Classification
  3 Jan 2018 0 repositories listed
• Continuous-fidelity Bayesian Optimization with Knowledge Gradient
  1 Jan 2018 0 repositories listed
• Hyperparameters Optimization in Deep Convolutional Neural Network / Bayesian Approach with Gaussian Process Prior
  19 Dec 2017 0 repositories listed
• Practical Bayesian optimization in the presence of outliers
  12 Dec 2017 0 repositories listed
• Shape optimization in laminar flow with a label-guided variational autoencoder
  10 Dec 2017 0 repositories listed
• Variational Inference over Non-differentiable Cardiac Simulators using Bayesian Optimization
  9 Dec 2017 0 repositories listed
• Multiple Adaptive Bayesian Linear Regression for Scalable Bayesian Optimization with Warm Start
  8 Dec 2017 0 repositories listed
• HyperPower: Power- and Memory-Constrained Hyper-Parameter Optimization for Neural Networks
  6 Dec 2017 0 repositories listed
• An Empirical Bayes Approach to Optimizing Machine Learning Algorithms
  1 Dec 2017 0 repositories listed
• Lookahead Bayesian Optimization with Inequality Constraints
  1 Dec 2017 0 repositories listed
• Decentralized High-Dimensional Bayesian Optimization with Factor Graphs
  19 Nov 2017 0 repositories listed
• Auto-Differentiating Linear Algebra
  24 Oct 2017 0 repositories listed
• Fast Model Identification via Physics Engines for Data-Efficient Policy Search
  24 Oct 2017 0 repositories listed
• Learning to Warm-Start Bayesian Hyperparameter Optimization
  17 Oct 2017 0 repositories listed
• Map-based Multi-Policy Reinforcement Learning: Enhancing Adaptability of Robots by Deep Reinforcement Learning
  17 Oct 2017 0 repositories listed
• On the Design of LQR Kernels for Efficient Controller Learning
  20 Sep 2017 0 repositories listed
• Analogical-based Bayesian Optimization
  19 Sep 2017 0 repositories listed
• Automatic Document Image Binarization using Bayesian Optimization
  6 Sep 2017 0 repositories listed
• Ease.ml: Towards Multi-tenant Resource Sharing for Machine Learning Workloads
  24 Aug 2017 0 repositories listed
• Computer-aided diagnosis of lung nodule using gradient tree boosting and Bayesian optimization
  19 Aug 2017 0 repositories listed
• Bayesian Optimization with Tree-structured Dependencies
  1 Aug 2017 0 repositories listed
• Distributed Batch Gaussian Process Optimization
  1 Aug 2017 0 repositories listed
• Forecasting day-ahead electricity prices in Europe: the importance of considering market integration
  1 Aug 2017 0 repositories listed
• High Dimensional Bayesian Optimization with Elastic Gaussian Process
  1 Aug 2017 0 repositories listed
• Local Bayesian Optimization of Motor Skills
  1 Aug 2017 0 repositories listed
• Preferential Bayesian Optmization
  1 Aug 2017 0 repositories listed
• Fine-Pruning: Joint Fine-Tuning and Compression of a Convolutional Network with Bayesian Optimization
  28 Jul 2017 0 repositories listed
• Deep Kernels for Optimizing Locomotion Controllers
  27 Jul 2017 0 repositories listed
• Discretization-free Knowledge Gradient Methods for Bayesian Optimization
  20 Jul 2017 0 repositories listed
• Robust Bayesian Optimization with Student-t Likelihood
  18 Jul 2017 0 repositories listed