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| Regret Analysis for Randomized Gaussian Process Upper Confidence Bound | Sep 2, 2024 | Bayesian Optimization | —Unverified | 0 |
| Regret Optimality of GP-UCB | Dec 3, 2023 | Bayesian Optimization | —Unverified | 0 |
| Regularized infill criteria for multi-objective Bayesian optimization with application to aircraft design | Apr 11, 2025 | Bayesian Optimizationglobal-optimization | —Unverified | 0 |
| Reinforced Few-Shot Acquisition Function Learning for Bayesian Optimization | Jun 8, 2021 | Bayesian OptimizationFew-Shot Learning | —Unverified | 0 |
| Replacing the Ex-Def Baseline in AutoML by Naive AutoML | May 20, 2021 | AutoMLBayesian Optimization | —Unverified | 0 |
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| Respecting the limit:Bayesian optimization with a bound on the optimal value | Nov 7, 2024 | Bayesian Optimization | —Unverified | 0 |
| Rethinking Optimization with Differentiable Simulation from a Global Perspective | Jun 28, 2022 | Bayesian Optimization | —Unverified | 0 |
| Retrieval-Augmented Mining of Temporal Logic Specifications from Data | May 23, 2024 | Bayesian OptimizationBinary Classification | —Unverified | 0 |
| Reverse Attitude Statistics Based Star Map Identification Method | Oct 31, 2024 | Bayesian OptimizationPosition | —Unverified | 0 |
| Revisiting Architecture-aware Knowledge Distillation: Smaller Models and Faster Search | Jun 27, 2022 | Bayesian OptimizationKnowledge Distillation | —Unverified | 0 |
| Revisiting Design Choices in Offline Model-Based Reinforcement Learning | Oct 8, 2021 | Bayesian OptimizationModel-based Reinforcement Learning | —Unverified | 0 |
| Revisiting Design Choices in Offline Model Based Reinforcement Learning | May 21, 2021 | Bayesian OptimizationModel-based Reinforcement Learning | —Unverified | 0 |
| Reward Design for Driver Repositioning Using Multi-Agent Reinforcement Learning | Feb 17, 2020 | Bayesian OptimizationBilevel Optimization | —Unverified | 0 |
| RIBBON: Cost-Effective and QoS-Aware Deep Learning Model Inference using a Diverse Pool of Cloud Computing Instances | Jul 23, 2022 | Bayesian OptimizationCloud Computing | —Unverified | 0 |
| Rice Diseases Detection and Classification Using Attention Based Neural Network and Bayesian Optimization | Jan 3, 2022 | Bayesian Optimization | —Unverified | 0 |
| RIS-aided Real-time Beam Tracking for a Mobile User via Bayesian Optimization | Oct 29, 2023 | Bayesian OptimizationManagement | —Unverified | 0 |
| Risk-averse Stochastic Optimization for Farm Management Practices and Cultivar Selection Under Uncertainty | Jul 17, 2022 | Bayesian OptimizationManagement | —Unverified | 0 |
| Risk-aware black-box portfolio construction using Bayesian optimization with adaptive weighted Lagrangian estimator | Apr 18, 2025 | Bayesian OptimizationManagement | —Unverified | 0 |
| Risk-Controlling Model Selection via Guided Bayesian Optimization | Dec 4, 2023 | Bayesian OptimizationFairness | —Unverified | 0 |
| RobustAnalog: Fast Variation-Aware Analog Circuit Design Via Multi-task RL | Jul 13, 2022 | Bayesian Optimization | —Unverified | 0 |
| Robust Bayesian optimization with reinforcement learned acquisition functions | Oct 2, 2022 | Bayesian Optimizationreinforcement-learning | —Unverified | 0 |
| Robust Bayesian Optimization with Student-t Likelihood | Jul 18, 2017 | Bayesian OptimizationGaussian Processes | —Unverified | 0 |
| Robust Bayesian Satisficing | Aug 16, 2023 | Bayesian Optimization | —Unverified | 0 |
| Robust Bayesian Target Value Optimization | Jan 11, 2023 | Bayesian OptimizationGaussian Processes | —Unverified | 0 |
| Robust COVID-19 Detection from Cough Sounds using Deep Neural Decision Tree and Forest: A Comprehensive Cross-Datasets Evaluation | Jan 2, 2025 | Bayesian Optimization | —Unverified | 0 |
| Robust expected improvement for Bayesian optimization | Feb 16, 2023 | Active LearningBayesian Optimization | —Unverified | 0 |
| Robust Gaussian Processes via Relevance Pursuit | Oct 31, 2024 | Bayesian OptimizationGaussian Processes | —Unverified | 0 |
| Robustness of deep learning classification to adversarial input on GPUs: asynchronous parallel accumulation is a source of vulnerability | Mar 21, 2025 | Adversarial RobustnessBayesian Optimization | —Unverified | 0 |
| Robust Optimization and Validation of Echo State Networks for learning chaotic dynamics | Feb 9, 2021 | Bayesian OptimizationRobust Design | —Unverified | 0 |
| Robust Optimization for Non-Convex Objectives | Jul 4, 2017 | Bayesian OptimizationGeneral Classification | —Unverified | 0 |
| Robust Policy Search for Robot Navigation | Mar 2, 2020 | Bayesian OptimizationRobot Navigation | —Unverified | 0 |
| RoDesigner: Variation-Aware Optimization for Robust Analog Design with Multi-Task RL | Sep 29, 2021 | Bayesian Optimization | —Unverified | 0 |
| Rollout Algorithms and Approximate Dynamic Programming for Bayesian Optimization and Sequential Estimation | Dec 15, 2022 | Bayesian Optimization | —Unverified | 0 |
| ROM-Based Stochastic Optimization for a Continuous Manufacturing Process | Oct 24, 2023 | Bayesian OptimizationStochastic Optimization | —Unverified | 0 |
| Rover: An online Spark SQL tuning service via generalized transfer learning | Feb 8, 2023 | Bayesian OptimizationTransfer Learning | —Unverified | 0 |
| RTDK-BO: High Dimensional Bayesian Optimization with Reinforced Transformer Deep kernels | Oct 5, 2023 | Bayesian OptimizationMeta-Learning | —Unverified | 0 |
| Run-to-Run Control With Bayesian Optimization for Soft Landing of Short-Stroke Reluctance Actuators | Jan 24, 2024 | Bayesian OptimizationDimensionality Reduction | —Unverified | 0 |
| RUSOpt: Robotic UltraSound Probe Normalization with Bayesian Optimization for In-plane and Out-plane Scanning | Oct 5, 2023 | Bayesian Optimization | —Unverified | 0 |
| Safe and Efficient Model-free Adaptive Control via Bayesian Optimization | Jan 19, 2021 | Bayesian Optimization | —Unverified | 0 |
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| Safe Bayesian Optimization for Complex Control Systems via Additive Gaussian Processes | Aug 29, 2024 | Bayesian OptimizationGaussian Processes | —Unverified | 0 |
| Safe Bayesian Optimization for the Control of High-Dimensional Embodied Systems | Dec 29, 2024 | Bayesian OptimizationHumanoid Control | —Unverified | 0 |