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Bayesian Optimization

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TitleStatusHype
Multipoint-BAX: A New Approach for Efficiently Tuning Particle Accelerator Emittance via Virtual Objectives—0
Batch Bayesian Optimization via Particle Gradient FlowsCode0
Variational Inference for Model-Free and Model-Based Reinforcement Learning—0
Optimistic Optimization of Gaussian Process Samples—0
Bayesian Optimization-based Combinatorial AssignmentCode0
Computational design of antimicrobial active surfaces via automated Bayesian optimizationCode0
Fast Bayesian Optimization of Needle-in-a-Haystack Problems using Zooming Memory-Based Initialization (ZoMBI)Code1
Reducing Computational Complexity of Neural Networks in Optical Channel Equalization: From Concepts to Implementation—0
A Globally Convergent Gradient-based Bilevel Hyperparameter Optimization Method—0
Multi-objective optimization of actuation waveform for high-precision drop-on-demand inkjet printing—0
Event-Triggered Time-Varying Bayesian OptimizationCode0
Causal Entropy Optimization—0
Bayesian Optimization Augmented with Actively Elicited Expert Knowledge—0
Rapid Discovery of Graphene Nanocrystals Using DFT and Bayesian Optimization with Neural Network Kernel—0
A Hybrid Method for Condition Monitoring and Fault Diagnosis of Rolling Bearings With Low System DelayCode1
Bayesian Optimization with Informative Covariance—0
Nonstationary Continuum-Armed Bandit Strategies for Automated Trading in a Simulated Financial MarketCode0
Bayesian Optimization-Based Beam Alignment for MmWave MIMO Communication Systems—0
RIBBON: Cost-Effective and QoS-Aware Deep Learning Model Inference using a Diverse Pool of Cloud Computing Instances—0
Optimization of the Shape of a Hydrokinetic Turbine's Draft Tube and Hub Assembly Using Design-by-Morphing with Bayesian Optimization—0
On Controller Tuning with Time-Varying Bayesian OptimizationCode1
Inference of Regulatory Networks Through Temporally Sparse Data—0
Investigating Bayesian optimization for expensive-to-evaluate black box functions: Application in fluid dynamicsCode0
Bayesian Generational Population-Based TrainingCode1
Bayesian Optimization for Macro Placement—0
Risk-averse Stochastic Optimization for Farm Management Practices and Cultivar Selection Under Uncertainty—0
On the Importance of Hyperparameters and Data Augmentation for Self-Supervised Learning—0
RobustAnalog: Fast Variation-Aware Analog Circuit Design Via Multi-task RL—0
Non-Myopic Multifidelity Bayesian Optimization—0
Uncertainty-Aware Mixed-Variable Machine Learning for Materials Design—0
Parallel Bayesian Optimization of Agent-based Transportation SimulationCode0
Transformer Neural Processes: Uncertainty-Aware Meta Learning Via Sequence ModelingCode1
Bayesian multi-objective optimization for stochastic simulators: an extension of the Pareto Active Learning method—0
Bayesian Hyperparameter Optimization for Deep Neural Network-Based Network Intrusion Detection—0
Pre-training helps Bayesian optimization tooCode1
Spike Calibration: Fast and Accurate Conversion of Spiking Neural Network for Object Detection and Segmentation—0
Fidelity of Ensemble Aggregation for Saliency Map Explanations using Bayesian Optimization Techniques—0
Tree ensemble kernels for Bayesian optimization with known constraints over mixed-feature spacesCode0
Asynchronous Decentralized Bayesian Optimization for Large Scale Hyperparameter Optimization—0
Optimizing Training Trajectories in Variational Autoencoders via Latent Bayesian Optimization ApproachCode0
Rethinking Optimization with Differentiable Simulation from a Global Perspective—0
Quantum Neural Architecture Search with Quantum Circuits Metric and Bayesian Optimization—0
Revisiting Architecture-aware Knowledge Distillation: Smaller Models and Faster Search—0
A General Recipe for Likelihood-free Bayesian OptimizationCode1
Bayesian Optimization Over Iterative Learners with Structured Responses: A Budget-aware Planning Approach—0
Dynamic Multi-objective Ensemble of Acquisition Functions in Batch Bayesian OptimizationCode0
Bayesian Optimization under Stochastic Delayed FeedbackCode0
Demystifying the Adversarial Robustness of Random Transformation DefensesCode0
Designing MacPherson Suspension Architectures using Bayesian Optimization—0
Query-Efficient and Scalable Black-Box Adversarial Attacks on Discrete Sequential Data via Bayesian OptimizationCode1
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