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Bayesian Optimization

Papers

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Showing 201–250 of 1900 papers

TitleStatusHype
QPruner: Probabilistic Decision Quantization for Structured Pruning in Large Language Models—0
Regional Expected Improvement for Efficient Trust Region Selection in High-Dimensional Bayesian OptimizationCode0
Ba-ZebraConf: A Three-Dimension Bayesian Framework for Efficient System Troubleshooting—0
Explainable Fuzzy Neural Network with Multi-Fidelity Reinforcement Learning for Micro-Architecture Design Space ExplorationCode1
Bayesian Optimization via Continual Variational Last Layer Training—0
Bayesian optimized deep ensemble for uncertainty quantification of deep neural networks: a system safety case study on sodium fast reactor thermal stratification modeling—0
Non-Myopic Multi-Objective Bayesian OptimizationCode0
Noise-Aware Bayesian Optimization Approach for Capacity Planning of the Distributed Energy Resources in an Active Distribution Network—0
Hyperband-based Bayesian Optimization for Black-box Prompt Selection—0
Epidemiological Model Calibration via Graybox Bayesian Optimization—0
Stealthy and Robust Backdoor Attack against 3D Point Clouds through Additional Point Features—0
Monte Carlo Tree Search based Space Transfer for Black-box OptimizationCode1
Bayesian Optimization of Antibodies Informed by a Generative Model of Evolving SequencesCode1
Bayesian Data Augmentation and Training for Perception DNN in Autonomous Aerial VehiclesCode0
MoSH: Modeling Multi-Objective Tradeoffs with Soft and Hard Bounds—0
Elucidating microstructural influences on fatigue behavior for additively manufactured Hastelloy X using Bayesian-calibrated crystal plasticity model—0
Asynchronous Batch Bayesian Optimization with Pipelining Evaluations for Experimental Resourcex2013constrained ConditionsCode0
Un-evaluated Solutions May Be Valuable in Expensive Optimization—0
Semi-automated transmission control for motorcycle gearshift: design, data-driven tuning and experimental validation—0
ParetoFlow: Guided Flows in Multi-Objective Optimization—0
Synergistic Development of Perovskite Memristors and Algorithms for Robust Analog Computing—0
Time-Series-Informed Closed-loop Learning for Sequential Decision Making and Control—0
CBOL-Tuner: Classifier-pruned Bayesian optimization to explore temporally structured latent spaces for particle accelerator tuning—0
Accelerating Multimodal Large Language Models by Searching Optimal Vision Token Reduction—0
BOTS: Batch Bayesian Optimization of Extended Thompson Sampling for Severely Episode-Limited RL Settings—0
Derivation of Closed Form of Expected Improvement for Gaussian Process Trained on Log-Transformed Objective—0
Fast, Precise Thompson Sampling for Bayesian OptimizationCode0
Robust Bayesian Optimization via Localized Online Conformal PredictionCode0
Joint Resource Optimization, Computation Offloading and Resource Slicing for Multi-Edge Traffic-Cognitive Networks—0
A Parameter Adaptive Trajectory Tracking and Motion Control Framework for Autonomous Vehicle—0
Alpha Entropy Search for New Information-based Bayesian OptimizationCode0
Local Bayesian Optimization for Controller Tuning with Crash Constraints—0
A Simple and Efficient Approach to Batch Bayesian OptimizationCode0
Fine-Grained Alignment in Vision-and-Language Navigation through Bayesian Optimization—0
GASP: Efficient Black-Box Generation of Adversarial Suffixes for Jailbreaking LLMsCode1
Indiscriminate Disruption of Conditional Inference on Multivariate GaussiansCode0
Tree Species Classification using Machine Learning and 3D Tomographic SAR -- a case study in Northern Europe—0
LEDRO: LLM-Enhanced Design Space Reduction and Optimization for Analog CircuitsCode1
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
Transformer Neural Processes -- Kernel Regression—0
Exploring Neural Joint Activity in Spiking Neural Networks for Fraud DetectionCode0
Improving Fraud Detection with 1D-Convolutional Spiking Neural Networks Through Bayesian OptimizationCode0
A Bayesian Optimization Approach to Machine Translation RerankingCode0
CropCraft: Inverse Procedural Modeling for 3D Reconstruction of Crop Plants—0
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
Inversion-based Latent Bayesian OptimizationCode1
AMSnet-KG: A Netlist Dataset for LLM-based AMS Circuit Auto-Design Using Knowledge Graph RAG—0
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