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Bayesian Optimization

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Showing 101–125 of 1900 papers

TitleStatusHype
HyperArm Bandit Optimization: A Novel approach to Hyperparameter Optimization and an Analysis of Bandit Algorithms in Stochastic and Adversarial Settings—0
Safe exploration in reproducing kernel Hilbert spaces—0
Large Scale Multi-Task Bayesian Optimization with Large Language Models—0
An Analysis of Safety Guarantees in Multi-Task Bayesian OptimizationCode0
Fully Unsupervised Annotation of C. Elegans—0
Performance-driven Constrained Optimal Auto-Tuner for MPCCode1
Bayesian Optimization for Robust Identification of Ornstein-Uhlenbeck Model—0
Clustering-based Meta Bayesian Optimization with Theoretical Guarantee—0
ULTHO: Ultra-Lightweight yet Efficient Hyperparameter Optimization in Deep Reinforcement Learning—0
Sample-aware Adaptive Structured Pruning for Large Language Models—0
MOHPER: Multi-objective Hyperparameter Optimization Framework for E-commerce Retrieval System—0
BARK: A Fully Bayesian Tree Kernel for Black-box Optimization—0
Deterministic Global Optimization of the Acquisition Function in Bayesian Optimization: To Do or Not To Do?—0
On the Data-Driven Modeling of Price-Responsive Flexible Loads: Formulation and Algorithm—0
Weighted Euclidean Distance Matrices over Mixed Continuous and Categorical Inputs for Gaussian Process ModelsCode0
Improving Oil Slick Trajectory Simulations with Bayesian Optimization—0
Constrained multi-fidelity Bayesian optimization with automatic stop condition—0
PABBO: Preferential Amortized Black-Box OptimizationCode0
Predicting Cascading Failures in Power Systems using Machine Learning—0
Few-shot crack image classification using clip based on bayesian optimization—0
A physics-informed Bayesian optimization method for rapid development of electrical machines—0
Tuning-Free Structured Sparse PCA via Deep Unfolding NetworksCode0
ChatMol: A Versatile Molecule Designer Based on the Numerically Enhanced Large Language Model—0
Faster, Cheaper, Better: Multi-Objective Hyperparameter Optimization for LLM and RAG Systems—0
Bayesian Optimization for Controlled Image Editing via LLMs—0
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