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Bayesian Optimization

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Showing 1151–1200 of 1900 papers

TitleStatusHype
VABO: Violation-Aware Bayesian Optimization for Closed-Loop Control Performance Optimization with Unmodeled Constraints—0
Surrogate-Assisted Reference Vector Adaptation to Various Pareto Front Shapes for Many-Objective Bayesian OptimizationCode0
Revisiting Design Choices in Offline Model-Based Reinforcement Learning—0
Scaling Bayesian Optimization With Game Theory—0
On the Correspondence between Gaussian Processes and Geometric Harmonics—0
Neural Bootstrapping Attention for Neural Processes—0
AutoMO-Mixer: An automated multi-objective multi-layer perspecton Mixer model for medical image based diagnosis—0
H-Entropy Search: Generalizing Bayesian Optimization with a Decision-theoretic Uncertainty Measure—0
AutoOED: Automated Optimal Experimental Design Platform with Data- and Time-Efficient Multi-Objective Optimization—0
Expected Improvement-based Contextual Bandits—0
BO: Augmenting Acquisition Functions with User Beliefs for Bayesian Optimization—0
Benchmarking Algorithms from Machine Learning for Low-Budget Black-Box Optimization—0
RoDesigner: Variation-Aware Optimization for Robust Analog Design with Multi-Task RL—0
Differentiable Hyper-parameter Optimization—0
DEBOSH: Deep Bayesian Shape Optimization—0
High-Dimensional Discrete Bayesian Optimization with Self-Supervised Representation Learning for Data-Efficient Materials ExplorationCode0
A Bayesian Optimization Approach for Attenuation Correction in SPECT Brain Imaging—0
Online Adaptation of Parameters using GRU-based Neural Network with BO for Accurate Driving Model—0
Scalable Bayesian Optimization Accelerates Process Optimization of Penicillin ProductionCode0
Bayesian Optimization with Clustering and Rollback for CNN Auto PruningCode0
Multi-Objective Bayesian Optimization over High-Dimensional Search SpacesCode0
A Robust Asymmetric Kernel Function for Bayesian Optimization, with Application to Image Defect Detection in Manufacturing Systems—0
Computationally Efficient High-Dimensional Bayesian Optimization via Variable SelectionCode0
Non-smooth Bayesian Optimization in Tuning ProblemsCode0
Identifying Untrustworthy Samples: Data Filtering for Open-domain Dialogues with Bayesian Optimization—0
Automatic Tuning of Tensorflow's CPU Backend using Gradient-Free Optimization Algorithms—0
Learning Performance Bounds for Safety-Critical Systems—0
Data-Driven Learning of 3-Point Correlation Functions as Microstructure RepresentationsCode0
LinEasyBO: Scalable Bayesian Optimization Approach for Analog Circuit Synthesis via One-Dimensional Subspaces—0
An Empirical Analysis of Topic Models: Uncovering the Relationships between Hyperparameters, Document Length and Performance Measures—0
Online Optimization of Stimulation Speed in an Auditory Brain-Computer Interface under Time Constraints—0
Adaptive unsupervised learning with enhanced feature representation for intra-tumor partitioning and survival prediction for glioblastoma—0
Lessons from AlphaZero for Optimal, Model Predictive, and Adaptive Control—0
MobileCaps: A Lightweight Model for Screening and Severity Analysis of COVID-19 Chest X-Ray Images—0
Sonic: A Sampling-based Online Controller for Streaming Applications—0
Scalable3-BO: Big Data meets HPC - A scalable asynchronous parallel high-dimensional Bayesian optimization framework on supercomputers—0
Spiderweb nanomechanical resonators via Bayesian optimization: inspired by nature and guided by machine learning—0
High dimensional Bayesian Optimization Algorithm for Complex System in Time Series—0
Solving Fashion Recommendation -- The Farfetch Challenge—0
BoA-PTA, A Bayesian Optimization Accelerated Error-Free SPICE Solver—0
Trusted-Maximizers Entropy Search for Efficient Bayesian OptimizationCode0
Bayesian Optimization in Materials Science: A Survey—0
Bayesian Optimization for Min Max OptimizationCode0
Bayesian Optimisation for Sequential Experimental Design with Applications in Additive ManufacturingCode0
A Simple Approach to Automated Spectral ClusteringCode0
Learning-To-Ensemble by Contextual Rank Aggregation in E-Commerce—0
Hyperparameter Optimization: Foundations, Algorithms, Best Practices and Open Challenges—0
Recent advances in Bayesian optimization with applications to parameter reconstruction in optical nano-metrology—0
Scaling Gaussian Processes with Derivative Information Using Variational Inference—0
Many Objective Bayesian Optimization—0
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