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Bayesian Optimization

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TitleStatusHype
Confidence Adjusted Surprise Measure for Active Resourceful Trials (CA-SMART): A Data-driven Active Learning Framework for Accelerating Material Discovery under Resource Constraints—0
Data Mixture Optimization: A Multi-fidelity Multi-scale Bayesian FrameworkCode0
Automated and Risk-Aware Engine Control Calibration Using Constrained Bayesian Optimization—0
Wasserstein Distributionally Robust Bayesian Optimization with Continuous ContextCode0
Causal Bayesian Optimization with Unknown Graphs—0
Optimal Parameter Adaptation for Safety-Critical Control via Safe Barrier Bayesian Optimization—0
Bayesian Optimization of a Lightweight and Accurate Neural Network for Aerodynamic Performance Prediction—0
A Framework for Finding Local Saddle Points in Two-Player Zero-Sum Black-Box Games—0
Bayesian Optimization for CVaR-based portfolio optimization—0
Machine Learning - Driven Materials Discovery: Unlocking Next-Generation Functional Materials -- A minireview—0
Robustness of deep learning classification to adversarial input on GPUs: asynchronous parallel accumulation is a source of vulnerability—0
Preferential Multi-Objective Bayesian Optimization for Drug Discovery—0
HAPI: A Model for Learning Robot Facial Expressions from Human PreferencesCode0
Aligning Crowd-sourced Human Feedback for Reinforcement Learning on Code Generation by Large Language Models—0
Exploiting Prior Knowledge in Preferential Learning of Individualized Autonomous Vehicle Driving Styles—0
HyperArm Bandit Optimization: A Novel approach to Hyperparameter Optimization and an Analysis of Bandit Algorithms in Stochastic and Adversarial Settings—0
Geometric Parameter Estimations of Perovskite Solar Cells Based on Optical Simulations—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
Bayesian Optimization for Robust Identification of Ornstein-Uhlenbeck Model—0
Sample-aware Adaptive Structured Pruning for Large Language Models—0
Clustering-based Meta Bayesian Optimization with Theoretical Guarantee—0
ULTHO: Ultra-Lightweight yet Efficient Hyperparameter Optimization in Deep Reinforcement Learning—0
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