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Bayesian Optimization

Papers

Showing 901950 of 1900 papers

TitleStatusHype
Rectified Max-Value Entropy Search for Bayesian Optimization0
Recursive Two-Step Lookahead Expected Payoff for Time-Dependent Bayesian Optimization0
Reducing Computational Complexity of Neural Networks in Optical Channel Equalization: From Concepts to Implementation0
Reducing Discrimination in Learning Algorithms for Social Good in Sociotechnical Systems0
Reducing the Environmental Impact of Wireless Communication via Probabilistic Machine Learning0
Regret Analysis for Randomized Gaussian Process Upper Confidence Bound0
Regret Optimality of GP-UCB0
Regularized infill criteria for multi-objective Bayesian optimization with application to aircraft design0
Reinforced Few-Shot Acquisition Function Learning for Bayesian Optimization0
Replacing the Ex-Def Baseline in AutoML by Naive AutoML0
Representing Additive Gaussian Processes by Sparse Matrices0
Resource Aware Multifidelity Active Learning for Efficient Optimization0
Resource-Aware Pareto-Optimal Automated Machine Learning Platform0
Respecting the limit:Bayesian optimization with a bound on the optimal value0
Rethinking Optimization with Differentiable Simulation from a Global Perspective0
Retrieval-Augmented Mining of Temporal Logic Specifications from Data0
Reverse Attitude Statistics Based Star Map Identification Method0
Revisiting Architecture-aware Knowledge Distillation: Smaller Models and Faster Search0
Revisiting Design Choices in Offline Model-Based Reinforcement Learning0
Revisiting Design Choices in Offline Model Based Reinforcement Learning0
Reward Design for Driver Repositioning Using Multi-Agent Reinforcement Learning0
RIBBON: Cost-Effective and QoS-Aware Deep Learning Model Inference using a Diverse Pool of Cloud Computing Instances0
Rice Diseases Detection and Classification Using Attention Based Neural Network and Bayesian Optimization0
RIS-aided Real-time Beam Tracking for a Mobile User via Bayesian Optimization0
Risk-averse Stochastic Optimization for Farm Management Practices and Cultivar Selection Under Uncertainty0
Risk-aware black-box portfolio construction using Bayesian optimization with adaptive weighted Lagrangian estimator0
Risk-Controlling Model Selection via Guided Bayesian Optimization0
RobustAnalog: Fast Variation-Aware Analog Circuit Design Via Multi-task RL0
Robust Bayesian optimization with reinforcement learned acquisition functions0
Robust Bayesian Optimization with Student-t Likelihood0
Robust Bayesian Satisficing0
Robust Bayesian Target Value Optimization0
Robust COVID-19 Detection from Cough Sounds using Deep Neural Decision Tree and Forest: A Comprehensive Cross-Datasets Evaluation0
Robust expected improvement for Bayesian optimization0
Robust Gaussian Processes via Relevance Pursuit0
Robustness of deep learning classification to adversarial input on GPUs: asynchronous parallel accumulation is a source of vulnerability0
Robust Optimization and Validation of Echo State Networks for learning chaotic dynamics0
Robust Optimization for Non-Convex Objectives0
Robust Policy Search for Robot Navigation0
RoDesigner: Variation-Aware Optimization for Robust Analog Design with Multi-Task RL0
Rollout Algorithms and Approximate Dynamic Programming for Bayesian Optimization and Sequential Estimation0
ROM-Based Stochastic Optimization for a Continuous Manufacturing Process0
Rover: An online Spark SQL tuning service via generalized transfer learning0
RTDK-BO: High Dimensional Bayesian Optimization with Reinforced Transformer Deep kernels0
Run-to-Run Control With Bayesian Optimization for Soft Landing of Short-Stroke Reluctance Actuators0
RUSOpt: Robotic UltraSound Probe Normalization with Bayesian Optimization for In-plane and Out-plane Scanning0
Safe and Efficient Model-free Adaptive Control via Bayesian Optimization0
Safe and Stable Closed-Loop Learning for Neural-Network-Supported Model Predictive Control0
Safe Bayesian Optimization for Complex Control Systems via Additive Gaussian Processes0
Safe Bayesian Optimization for the Control of High-Dimensional Embodied Systems0
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