SOTAVerified

Bayesian Optimization

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1251–1300 of 1900 papers

TitleStatusHype
Multi-fidelity regression using artificial neural networks: efficient approximation of parameter-dependent output quantities—0
Batch Bayesian Optimization on Permutations using the Acquisition Weighted KernelCode0
Mixed Variable Bayesian Optimization with Frequency Modulated Kernels—0
Hyperparameter Transfer Learning with Adaptive Complexity—0
Ps and Qs: Quantization-aware pruning for efficient low latency neural network inferenceCode0
Sequential- and Parallel- Constrained Max-value Entropy Search via Information Lower Bound—0
Using Distance Correlation for Efficient Bayesian Optimization—0
No-Regret Algorithms for Time-Varying Bayesian Optimization—0
Robust Optimization and Validation of Echo State Networks for learning chaotic dynamics—0
Directed particle swarm optimization with Gaussian-process-based function forecasting—0
Latent Map Gaussian Processes for Mixed Variable Metamodeling—0
Uncertainty quantification and exploration-exploitation trade-off in humans—0
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
A New Knowledge Gradient-based Method for Constrained Bayesian Optimization—0
Bayesian Optimization Assisted Meal Bolus Decision Based on Gaussian Processes Learning and Risk-Sensitive Control—0
Safe and Efficient Model-free Adaptive Control via Bayesian Optimization—0
Few-Shot Bayesian Optimization with Deep Kernel Surrogates—0
TREGO: a Trust-Region Framework for Efficient Global Optimization—0
Cost-Efficient Online Hyperparameter Optimization—0
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
Learning to Make Decisions via Submodular Regularization—0
Learning Collision-free Latent Space for Bayesian Optimization—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
Probabilistic Meta-Learning for Bayesian Optimization—0
Differentiable Graph Optimization for Neural Architecture Search—0
Approximating Pareto Frontier through Bayesian-optimization-directed Robust Multi-objective Reinforcement Learning—0
GSdyn: Learning training dynamics via online Gaussian optimization with gradient states—0
Good practices for Bayesian Optimization of high dimensional structured spacesCode0
Deep Evolutionary Learning for Molecular Design—0
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
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
Warm Starting CMA-ES for Hyperparameter OptimizationCode0
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
Quantum Circuit Design SearchCode0
Adaptive Local Bayesian Optimization Over Multiple Discrete Variables—0
Physics-Aware Gaussian Processes in Remote Sensing—0
Show:102550
← PrevPage 26 of 38Next →

No leaderboard results yet.