Browse State-of-the-Art › Bayesian Optimization › Papers, page 14

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 14 of 19: papers 1,301 to 1,400 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.

• Bayesian Target-Vector Optimization for Efficient Parameter Reconstruction
  23 Feb 2022 0 repositories listed
• Comparative analysis of machine learning methods for active flow control
  23 Feb 2022 0 repositories listed
• Universality of parametric Coupling Flows over parametric diffeomorphisms
  7 Feb 2022 0 repositories listed
• Meta-Learning Hypothesis Spaces for Sequential Decision-making
  1 Feb 2022 0 repositories listed
• Bayesian Optimization for Distributionally Robust Chance-constrained Problem
  31 Jan 2022 0 repositories listed
• Bayesian Optimization For Multi-Objective Mixed-Variable Problems
  30 Jan 2022 0 repositories listed
• FRAMED: An AutoML Approach for Structural Performance Prediction of Bicycle Frames
  25 Jan 2022 0 repositories listed
• Automated machine learning for secure key rate in discrete-modulated continuous-variable quantum key distribution
  24 Jan 2022 0 repositories listed
• AutoDistill: an End-to-End Framework to Explore and Distill Hardware-Efficient Language Models
  21 Jan 2022 0 repositories listed
• A Comparative study of Hyper-Parameter Optimization Tools
  17 Jan 2022 0 repositories listed
• An Improved Mathematical Model of Sepsis: Modeling, Bifurcation Analysis, and Optimal Control Study for Complex Nonlinear Infectious Disease System
  7 Jan 2022 0 repositories listed
• Test and Evaluation of Quadrupedal Walking Gaits through Sim2Real Gap Quantification
  4 Jan 2022 0 repositories listed
• Rice Diseases Detection and Classification Using Attention Based Neural Network and Bayesian Optimization
  3 Jan 2022 0 repositories listed
• Thinking inside the box: A tutorial on grey-box Bayesian optimization
  2 Jan 2022 0 repositories listed
• High-dimensional Bayesian Optimization Algorithm with Recurrent Neural Network for Disease Control Models in Time Series
  1 Jan 2022 0 repositories listed
• Automatic Configuration for Optimal Communication Scheduling in DNN Training
  27 Dec 2021 0 repositories listed
• An Online Data-Driven Emergency-Response Method for Autonomous Agents in Unforeseen Situations
  17 Dec 2021 0 repositories listed
• BoGraph: Structured Bayesian Optimization From Logs for Expensive Systems with Many Parameters
  16 Dec 2021 0 repositories listed
• Constrained multi-objective optimization of process design parameters in settings with scarce data: an application to adhesive bonding
  16 Dec 2021 0 repositories listed
• Automatic tuning of hyper-parameters of reinforcement learning algorithms using Bayesian optimization with behavioral cloning
  15 Dec 2021 0 repositories listed
• Predicting the utility of search spaces for black-box optimization:a simple, budget-aware approach
  15 Dec 2021 0 repositories listed
• Efficient Device Scheduling with Multi-Job Federated Learning
  11 Dec 2021 0 repositories listed
• Multi-objective simulation optimization of the adhesive bonding process of materials
  9 Dec 2021 0 repositories listed
• Online Calibrated and Conformal Prediction Improves Bayesian Optimization
  8 Dec 2021 0 repositories listed
• Hyper-parameter optimization based on soft actor critic and hierarchical mixture regularization
  8 Dec 2021 0 repositories listed
• Multi-Task Learning on Networks
  7 Dec 2021 0 repositories listed
• Two-step Lookahead Bayesian Optimization with Inequality Constraints
  6 Dec 2021 0 repositories listed
• Efficient Calibration of Multi-Agent Simulation Models from Output Series with Bayesian Optimization
  3 Dec 2021 0 repositories listed
• Constrained Two-step Look-Ahead Bayesian Optimization
  1 Dec 2021 0 repositories listed
• Towards Futuristic Autonomous Experimentation--A Surprise-Reacting Sequential Experiment Policy
  1 Dec 2021 0 repositories listed
• Playing Ping Pong with Light: Directional Emission of White Light
  30 Nov 2021 0 repositories listed
• Optimizing High-Dimensional Physics Simulations via Composite Bayesian Optimization
  29 Nov 2021 0 repositories listed
• Autonomous optimization of nonaqueous battery electrolytes via robotic experimentation and machine learning
  23 Nov 2021 0 repositories listed
• Prediction of Probabilistic Transient Stability Using Support Vector Machine
  22 Nov 2021 0 repositories listed
• Quality and Computation Time in Optimization Problems
  20 Nov 2021 0 repositories listed
• Model-agnostic bias mitigation methods with regressor distribution control for Wasserstein-based fairness metrics
  19 Nov 2021 0 repositories listed
• Bayesian Optimization for Cascade-type Multi-stage Processes
  16 Nov 2021 0 repositories listed
• Stochastic Gradient Line Bayesian Optimization for Efficient Noise-Robust Optimization of Parameterized Quantum Circuits
  15 Nov 2021 0 repositories listed
• Safe Real-Time Optimization using Multi-Fidelity Gaussian Processes
  10 Nov 2021 0 repositories listed
• Searching in the Forest for Local Bayesian Optimization
  10 Nov 2021 0 repositories listed
• Optimizing Bayesian acquisition functions in Gaussian Processes
  9 Nov 2021 0 repositories listed
• An Algorithmic Theory of Metacognition in Minds and Machines
  5 Nov 2021 0 repositories listed
• AUTOKD: Automatic Knowledge Distillation Into A Student Architecture Family
  5 Nov 2021 0 repositories listed
• Contextual Bayesian optimization with binary outputs
  5 Nov 2021 0 repositories listed
• Fitness Landscape Footprint: A Framework to Compare Neural Architecture Search Problems
  2 Nov 2021 0 repositories listed
• End-to-End Learning of Deep Kernel Acquisition Functions for Bayesian Optimization
  1 Nov 2021 0 repositories listed
• Bayesian optimization of distributed neurodynamical controller models for spatial navigation
  31 Oct 2021 0 repositories listed
• Smart(Sampling)Augment: Optimal and Efficient Data Augmentation for Semantic Segmentation
  31 Oct 2021 0 repositories listed
• A comparison of mixed-variables Bayesian optimization approaches
  30 Oct 2021 0 repositories listed
• Differentially Private Federated Bayesian Optimization with Distributed Exploration
  27 Oct 2021 0 repositories listed
• Bayesian Optimization and Deep Learning forsteering wheel angle prediction
  22 Oct 2021 0 repositories listed
• Diversified Sampling for Batched Bayesian Optimization with Determinantal Point Processes
  22 Oct 2021 0 repositories listed
• Gaussian Process Sampling and Optimization with Approximate Upper and Lower Bounds
  22 Oct 2021 0 repositories listed
• ProxyBO: Accelerating Neural Architecture Search via Bayesian Optimization with Zero-cost Proxies
  20 Oct 2021 0 repositories listed
• Bayesian Active Meta-Learning for Black-Box Optimization
  19 Oct 2021 0 repositories listed
• A portfolio approach to massively parallel Bayesian optimization
  18 Oct 2021 0 repositories listed
• Efficient Exploration in Binary and Preferential Bayesian Optimization
  18 Oct 2021 0 repositories listed
• A Nested Weighted Tchebycheff Multi-Objective Bayesian Optimization Approach for Flexibility of Unknown Utopia Estimation in Expensive Black-box Design Problems
  16 Oct 2021 0 repositories listed
• Evaluation of Hyperparameter-Optimization Approaches in an Industrial Federated Learning System
  15 Oct 2021 0 repositories listed
• VABO: Violation-Aware Bayesian Optimization for Closed-Loop Control Performance Optimization with Unmodeled Constraints
  14 Oct 2021 0 repositories listed
• Revisiting Design Choices in Offline Model-Based Reinforcement Learning
  8 Oct 2021 0 repositories listed
• Scaling Bayesian Optimization With Game Theory
  7 Oct 2021 0 repositories listed
• On the Correspondence between Gaussian Processes and Geometric Harmonics
  5 Oct 2021 0 repositories listed
• AutoMO-Mixer: An automated multi-objective multi-layer perspecton Mixer model for medical image based diagnosis
  29 Sep 2021 0 repositories listed
• AutoOED: Automated Optimal Experimental Design Platform with Data- and Time-Efficient Multi-Objective Optimization
  29 Sep 2021 0 repositories listed
• Benchmarking Algorithms from Machine Learning for Low-Budget Black-Box Optimization
  29 Sep 2021 0 repositories listed
• Differentiable Hyper-parameter Optimization
  29 Sep 2021 0 repositories listed
• Expected Improvement-based Contextual Bandits
  29 Sep 2021 0 repositories listed
• H-Entropy Search: Generalizing Bayesian Optimization with a Decision-theoretic Uncertainty Measure
  29 Sep 2021 0 repositories listed
• Neural Bootstrapping Attention for Neural Processes
  29 Sep 2021 0 repositories listed
• πBO: Augmenting Acquisition Functions with User Beliefs for Bayesian Optimization
  29 Sep 2021 0 repositories listed
• RoDesigner: Variation-Aware Optimization for Robust Analog Design with Multi-Task RL
  29 Sep 2021 0 repositories listed
• DEBOSH: Deep Bayesian Shape Optimization
  28 Sep 2021 0 repositories listed
• A Bayesian Optimization Approach for Attenuation Correction in SPECT Brain Imaging
  24 Sep 2021 0 repositories listed
• Online Adaptation of Parameters using GRU-based Neural Network with BO for Accurate Driving Model
  24 Sep 2021 0 repositories listed
• A Robust Asymmetric Kernel Function for Bayesian Optimization, with Application to Image Defect Detection in Manufacturing Systems
  22 Sep 2021 0 repositories listed
• Identifying Untrustworthy Samples: Data Filtering for Open-domain Dialogues with Bayesian Optimization
  14 Sep 2021 0 repositories listed
• Automatic Tuning of Tensorflow's CPU Backend using Gradient-Free Optimization Algorithms
  13 Sep 2021 0 repositories listed
• Learning Performance Bounds for Safety-Critical Systems
  9 Sep 2021 0 repositories listed
• An Empirical Analysis of Topic Models: Uncovering the Relationships between Hyperparameters, Document Length and Performance Measures
  1 Sep 2021 0 repositories listed
• LinEasyBO: Scalable Bayesian Optimization Approach for Analog Circuit Synthesis via One-Dimensional Subspaces
  1 Sep 2021 0 repositories listed
• Online Optimization of Stimulation Speed in an Auditory Brain-Computer Interface under Time Constraints
  26 Aug 2021 0 repositories listed
• Adaptive unsupervised learning with enhanced feature representation for intra-tumor partitioning and survival prediction for glioblastoma
  21 Aug 2021 0 repositories listed
• Lessons from AlphaZero for Optimal, Model Predictive, and Adaptive Control
  20 Aug 2021 0 repositories listed
• MobileCaps: A Lightweight Model for Screening and Severity Analysis of COVID-19 Chest X-Ray Images
  19 Aug 2021 0 repositories listed
• Sonic: A Sampling-based Online Controller for Streaming Applications
  15 Aug 2021 0 repositories listed
• Scalable3-BO: Big Data meets HPC - A scalable asynchronous parallel high-dimensional Bayesian optimization framework on supercomputers
  12 Aug 2021 0 repositories listed
• Spiderweb nanomechanical resonators via Bayesian optimization: inspired by nature and guided by machine learning
  10 Aug 2021 0 repositories listed
• High dimensional Bayesian Optimization Algorithm for Complex System in Time Series
  4 Aug 2021 0 repositories listed
• Solving Fashion Recommendation -- The Farfetch Challenge
  3 Aug 2021 0 repositories listed
• BoA-PTA, A Bayesian Optimization Accelerated Error-Free SPICE Solver
  31 Jul 2021 0 repositories listed
• Bayesian Optimization in Materials Science: A Survey
  29 Jul 2021 0 repositories listed
• Learning-To-Ensemble by Contextual Rank Aggregation in E-Commerce
  19 Jul 2021 0 repositories listed
• Hyperparameter Optimization: Foundations, Algorithms, Best Practices and Open Challenges
  13 Jul 2021 0 repositories listed
• Recent advances in Bayesian optimization with applications to parameter reconstruction in optical nano-metrology
  12 Jul 2021 0 repositories listed
• Many Objective Bayesian Optimization
  8 Jul 2021 0 repositories listed
• Scaling Gaussian Processes with Derivative Information Using Variational Inference
  8 Jul 2021 0 repositories listed
• Mutation is all you need
  4 Jul 2021 0 repositories listed
• Attentive Neural Processes and Batch Bayesian Optimization for Scalable Calibration of Physics-Informed Digital Twins
  29 Jun 2021 0 repositories listed
• An Efficient Asynchronous Batch Bayesian Optimization Approach for Analog Circuit Synthesis
  28 Jun 2021 0 repositories listed