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Bayesian Optimization

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Showing 301–350 of 1900 papers

TitleStatusHype
Swine Diet Design using Multi-objective Regionalized Bayesian OptimizationCode0
SANE: Strategic Autonomous Non-Smooth Exploration for Multiple Optima Discovery in Multi-modal and Non-differentiable Black-box Functions—0
Safe and Stable Closed-Loop Learning for Neural-Network-Supported Model Predictive Control—0
Automated design of nonreciprocal thermal emitters via Bayesian optimization—0
Optimizing Falsification for Learning-Based Control Systems: A Multi-Fidelity Bayesian ApproachCode0
Applying Multi-Fidelity Bayesian Optimization in Chemistry: Open Challenges and Major ConsiderationsCode0
What makes a good concept anyway ?—0
Sample-Efficient Bayesian Optimization with Transfer Learning for Heterogeneous Search SpacesCode0
Perceptual-Distortion Balanced Image Super-Resolution is a Multi-Objective Optimization ProblemCode0
Towards Autonomous Cybersecurity: An Intelligent AutoML Framework for Autonomous Intrusion DetectionCode1
TASAR: Transfer-based Attack on Skeletal Action RecognitionCode1
Regret Analysis for Randomized Gaussian Process Upper Confidence Bound—0
PACSBO: Probably approximately correct safe Bayesian optimization—0
FastBO: Fast HPO and NAS with Adaptive Fidelity Identification—0
DAMe: Personalized Federated Social Event Detection with Dual Aggregation MechanismCode0
Bayesian Optimization for Non-Convex Two-Stage Stochastic Optimization Problems—0
Safe Bayesian Optimization for Complex Control Systems via Additive Gaussian Processes—0
Bayesian optimization of atomic structures with prior probabilities from universal interatomic potentialsCode0
On the effectiveness of smartphone IMU sensors and Deep Learning in the detection of cardiorespiratory conditions—0
QuaCK-TSF: Quantum-Classical Kernelized Time Series ForecastingCode0
The Vizier Gaussian Process Bandit AlgorithmCode5
Gravix: Active Learning for Gravitational Waves Classification Algorithms—0
Beyond Inter-Item Relations: Dynamic Adaption for Enhancing LLM-Based Sequential Recommendation—0
An Offline Meta Black-box Optimization Framework for Adaptive Design of Urban Traffic Light Management Systems—0
Differentiating Policies for Non-Myopic Bayesian Optimization—0
Dynamic Exclusion of Low-Fidelity Data in Bayesian Optimization for Autonomous Beamline Alignment—0
Artificial Neural Network and Deep Learning: Fundamentals and Theory—0
BoFire: Bayesian Optimization Framework Intended for Real ExperimentsCode3
Generalizing Few Data to Unseen Domains Flexibly Based on Label Smoothing Integrated with Distributionally Robust Optimization—0
High dimensional Bayesian Optimization via Condensing-Expansion Projection—0
Model-Based Transfer Learning for Contextual Reinforcement LearningCode1
Deep Generative Models for Subgraph PredictionCode0
Maximum a Posteriori Estimation for Linear Structural Dynamics Models Using Bayesian Optimization with Rational Polynomial Chaos Expansions—0
Few-shot Scooping Under Domain Shift via Simulated Maximal Deployment Gaps—0
Process-constrained batch Bayesian approaches for yield optimization in multi-reactor systemsCode0
A Bayesian Approach Toward Robust Multidimensional Ellipsoid-Specific FittingCode0
Surrogate-guided optimization in quantum networks—0
Addressing Out-of-Distribution Challenges in Image Semantic Communication Systems with Multi-modal Large Language Models—0
Trading Devil Final: Backdoor attack via Stock market and Bayesian Optimization—0
Hyperparameter Optimization for Driving Strategies Based on Reinforcement Learning—0
Automated and Holistic Co-design of Neural Networks and ASICs for Enabling In-Pixel Intelligence—0
Temperature Distribution Prediction in Laser Powder Bed Fusion using Transferable and Scalable Graph Neural Networks—0
Transductive Active Learning with Application to Safe Bayesian OptimizationCode1
Distribution System Reconfiguration to Mitigate Load Altering Attacks via Stackelberg Games—0
Automated Computational Energy Minimization of ML Algorithms using Constrained Bayesian Optimization—0
Augmented Bayesian Policy Search—0
Uncertainty-Guided Optimization on Large Language Model Search TreesCode0
Terrain Classification Enhanced with Uncertainty for Space Exploration Robots from Proprioceptive Data—0
It's Morphing Time: Unleashing the Potential of Multiple LLMs via Multi-objective Optimization—0
Cost-aware Bayesian Optimization via the Pandora's Box Gittins IndexCode1
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