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Bayesian Optimization

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Showing 451–500 of 1900 papers

TitleStatusHype
Time-Series-Informed Closed-loop Learning for Sequential Decision Making and Control—0
Synergistic Development of Perovskite Memristors and Algorithms for Robust Analog Computing—0
CBOL-Tuner: Classifier-pruned Bayesian optimization to explore temporally structured latent spaces for particle accelerator tuning—0
BOTS: Batch Bayesian Optimization of Extended Thompson Sampling for Severely Episode-Limited RL Settings—0
Accelerating Multimodal Large Language Models by Searching Optimal Vision Token Reduction—0
Derivation of Closed Form of Expected Improvement for Gaussian Process Trained on Log-Transformed Objective—0
Joint Resource Optimization, Computation Offloading and Resource Slicing for Multi-Edge Traffic-Cognitive Networks—0
Fast, Precise Thompson Sampling for Bayesian OptimizationCode0
Robust Bayesian Optimization via Localized Online Conformal PredictionCode0
Alpha Entropy Search for New Information-based Bayesian OptimizationCode0
Local Bayesian Optimization for Controller Tuning with Crash Constraints—0
A Parameter Adaptive Trajectory Tracking and Motion Control Framework for Autonomous Vehicle—0
A Simple and Efficient Approach to Batch Bayesian OptimizationCode0
Fine-Grained Alignment in Vision-and-Language Navigation through Bayesian Optimization—0
Indiscriminate Disruption of Conditional Inference on Multivariate GaussiansCode0
Transformer Neural Processes -- Kernel Regression—0
Action-Attentive Deep Reinforcement Learning for Autonomous Alignment of BeamlinesCode0
IoT-Based 3D Pose Estimation and Motion Optimization for Athletes: Application of C3D and OpenPose—0
Tree Species Classification using Machine Learning and 3D Tomographic SAR -- a case study in Northern Europe—0
Exploring Neural Joint Activity in Spiking Neural Networks for Fraud DetectionCode0
Improving Fraud Detection with 1D-Convolutional Spiking Neural Networks Through Bayesian OptimizationCode0
CropCraft: Inverse Procedural Modeling for 3D Reconstruction of Crop Plants—0
A Bayesian Optimization Approach to Machine Translation RerankingCode0
Collaborative and Federated Black-box Optimization: A Bayesian Optimization Perspective—0
Model Fusion through Bayesian Optimization in Language Model Fine-TuningCode0
Alleviating Hyperparameter-Tuning Burden in SVM Classifiers for Pulmonary Nodules Diagnosis with Multi-Task Bayesian Optimization—0
Harnessing the Power of Gradient-Based Simulations for Multi-Objective Optimization in Particle Accelerators—0
Respecting the limit:Bayesian optimization with a bound on the optimal value—0
AMSnet-KG: A Netlist Dataset for LLM-based AMS Circuit Auto-Design Using Knowledge Graph RAG—0
Constrained Multi-objective Bayesian Optimization through Optimistic Constraints EstimationCode0
Reducing Hyperparameter Tuning Costs in ML, Vision and Language Model Training Pipelines via Memoization-AwarenessCode0
Constrained composite Bayesian optimization for rational synthesis of polymeric particles—0
Graph Agnostic Causal Bayesian Optimisation—0
Towards safe Bayesian optimization with Wiener kernel regressionCode0
Conditional Latent Space Molecular Scaffold Optimization for Accelerated Molecular Design—0
Transfer Learning for Finetuning Large Language Models—0
EARL-BO: Reinforcement Learning for Multi-Step Lookahead, High-Dimensional Bayesian Optimization—0
Reverse Attitude Statistics Based Star Map Identification Method—0
Robust Gaussian Processes via Relevance Pursuit—0
HiBO: Hierarchical Bayesian Optimization via Adaptive Search Space Partitioning—0
Multi-fidelity Machine Learning for Uncertainty Quantification and Optimization—0
Bayesian Optimization for Hyperparameters Tuning in Neural Networks—0
Sequential Large Language Model-Based Hyper-parameter OptimizationCode0
Bayesian optimization for robust robotic grasping using a sensorized compliant hand—0
Global Optimization of Gaussian Process Acquisition Functions Using a Piecewise-Linear Kernel Approximation—0
Unleashing the Potential of Multi-Channel Fusion in Retrieval for Personalized Recommendations—0
Foundations of Adaptive High-Level Tight Control of Prostate Cancer: A Path from From Terminal Disease to Chronic Condition—0
Distributed Thompson sampling under constrained communicationCode0
Near-Optimal Algorithm for Non-Stationary Kernelized Bandits—0
Transferable Multi-Fidelity Bayesian Optimization for Radio Resource Management—0
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