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Bayesian Optimization

Papers

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Showing 201–225 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
Noise-Aware Bayesian Optimization Approach for Capacity Planning of the Distributed Energy Resources in an Active Distribution Network—0
Non-Myopic Multi-Objective Bayesian OptimizationCode0
Hyperband-based Bayesian Optimization for Black-box Prompt Selection—0
Monte Carlo Tree Search based Space Transfer for Black-box OptimizationCode1
Bayesian Data Augmentation and Training for Perception DNN in Autonomous Aerial VehiclesCode0
Epidemiological Model Calibration via Graybox Bayesian Optimization—0
Stealthy and Robust Backdoor Attack against 3D Point Clouds through Additional Point Features—0
Bayesian Optimization of Antibodies Informed by a Generative Model of Evolving SequencesCode1
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
Un-evaluated Solutions May Be Valuable in Expensive Optimization—0
Asynchronous Batch Bayesian Optimization with Pipelining Evaluations for Experimental Resourcex2013constrained ConditionsCode0
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
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