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Bayesian Optimization

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Showing 1201–1250 of 1900 papers

TitleStatusHype
AutoPilot: Automating SoC Design Space Exploration for SWaP Constrained Autonomous UAVs—0
Hyper-optimization with Gaussian Process and Differential Evolution AlgorithmCode0
Scaffolded Learning of In-place Trotting Gait for a Quadruped Robot with Bayesian Optimization—0
Numerical issues in maximum likelihood parameter estimation for Gaussian process interpolationCode0
Bayesian Optimization Assisted Meal Bolus Decision Based on Gaussian Processes Learning and Risk-Sensitive Control—0
A New Knowledge Gradient-based Method for Constrained Bayesian Optimization—0
Few-Shot Bayesian Optimization with Deep Kernel Surrogates—0
Safe and Efficient Model-free Adaptive Control via Bayesian Optimization—0
TREGO: a Trust-Region Framework for Efficient Global Optimization—0
Cost-Efficient Online Hyperparameter Optimization—0
CobBO: Coordinate Backoff Bayesian Optimization with Two-Stage KernelsCode1
Bayesian optimization with improved scalability and derivative information for efficient design of nanophotonic structures—0
Application of an automated machine learning-genetic algorithm (AutoML-GA) coupled with computational fluid dynamics simulations for rapid engine design optimization—0
Hyperboost: Hyperparameter Optimization by Gradient Boosting surrogate models—0
Meta-Learning Conjugate Priors for Few-Shot Bayesian Optimization—0
GSdyn: Learning training dynamics via online Gaussian optimization with gradient states—0
Differentiable Graph Optimization for Neural Architecture Search—0
Learning Collision-free Latent Space for Bayesian Optimization—0
Approximating Pareto Frontier through Bayesian-optimization-directed Robust Multi-objective Reinforcement Learning—0
Probabilistic Meta-Learning for Bayesian Optimization—0
Learning to Make Decisions via Submodular Regularization—0
Don't be picky, all students in the right family can learn from good teachers—0
Zero-shot Transfer Learning for Gray-box Hyper-parameter Optimization—0
Good practices for Bayesian Optimization of high dimensional structured spacesCode0
Deep Evolutionary Learning for Molecular Design—0
High-Dimensional Bayesian Optimization via Tree-Structured Additive ModelsCode1
Emergent Hand Morphology and Control from Optimizing Robust Grasps of Diverse Objects—0
Subword Sampling for Low Resource Word Alignment—0
An Information-Theoretic Framework for Unifying Active Learning ProblemsCode0
Top-k Ranking Bayesian OptimizationCode0
Solving Black-Box Optimization Challenge via Learning Search Space Partition for Local Bayesian OptimizationCode1
Detecting Botnet Attacks in IoT Environments: An Optimized Machine Learning Approach—0
Amazon SageMaker Automatic Model Tuning: Scalable Gradient-Free Optimization—0
Bayesian Optimization -- Multi-Armed Bandit ProblemCode0
Mercer Features for Efficient Combinatorial Bayesian OptimizationCode1
Accelerating high-throughput virtual screening through molecular pool-based active learningCode1
Warm Starting CMA-ES for Hyperparameter OptimizationCode0
Differential Evolution for Neural Architecture SearchCode1
Better call Surrogates: A hybrid Evolutionary Algorithm for Hyperparameter optimizationCode0
Neural fidelity warping for efficient robot morphology designCode0
Efficient Automatic CASH via Rising Bandits—0
Physics-Aware Gaussian Processes in Remote Sensing—0
Quantum Circuit Design SearchCode0
Adaptive Local Bayesian Optimization Over Multiple Discrete Variables—0
MFES-HB: Efficient Hyperband with Multi-Fidelity Quality MeasurementsCode1
Bayesian optimization assisted unsupervised learning for efficient intra-tumor partitioning in MRI and survival prediction for glioblastoma patients—0
Sentence Transformers and Bayesian Optimization for Adverse Drug Effect Detection from Twitter—0
NPAS: A Compiler-aware Framework of Unified Network Pruning and Architecture Search for Beyond Real-Time Mobile Acceleration—0
Task-Agnostic Amortized Inference of Gaussian Process HyperparametersCode1
Diversity-Guided Multi-Objective Bayesian Optimization With Batch EvaluationsCode1
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