SOTAVerified

Bayesian Optimization

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 151–200 of 1900 papers

TitleStatusHype
DUET: Optimizing Training Data Mixtures via Feedback from Unseen Evaluation TasksCode0
Pareto-frontier Entropy Search with Variational Lower Bound Maximization—0
Optimizing Through Change: Bounds and Recommendations for Time-Varying Bayesian Optimization Algorithms—0
Covering Multiple Objectives with a Small Set of Solutions Using Bayesian Optimization—0
A Unified Framework for Entropy Search and Expected Improvement in Bayesian Optimization—0
Bayesian Optimization with Preference Exploration by Monotonic Neural Network Ensemble—0
CONELPABO: composite networks learning via parallel Bayesian optimization to predict remaining useful life in predictive maintenanceCode0
A finite element-based machine learning model for hydro-mechanical analysis of swelling behavior in clay-sulfate rocks—0
Machine-Learning-Enhanced Optimization of Noise-Resilient Variational Quantum Eigensolvers—0
B-FPGM: Lightweight Face Detection via Bayesian-Optimized Soft FPGM PruningCode0
Language-Based Bayesian Optimization Research Assistant (BORA)—0
BoTier: Multi-Objective Bayesian Optimization with Tiered Composite ObjectivesCode1
Causal Discovery via Bayesian OptimizationCode1
Selecting Critical Scenarios of DER Adoption in Distribution Grids Using Bayesian Optimization—0
Co-Learning Bayesian Optimization—0
Safety in safe Bayesian optimization and its ramifications for control—0
LITE: Efficiently Estimating Gaussian Probability of MaximalityCode0
Sample complexity of data-driven tuning of model hyperparameters in neural networks with structured parameter-dependent dual function—0
Information-theoretic Bayesian Optimization: Survey and Tutorial—0
Distributed Model Predictive Control Design for Multi-agent Systems via Bayesian Optimization—0
Lipschitz Safe Bayesian Optimization for Automotive Control—0
Early Stopping Bayesian Optimization for Controller TuningCode0
DeepEyeNet: Adaptive Genetic Bayesian Algorithm Based Hybrid ConvNeXtTiny Framework For Multi-Feature Glaucoma Eye Diagnosis—0
Mathematical model of parameters relevance in adaptive level-crossing sampling for electrocardiogram signals—0
Which price to pay? Auto-tuning building MPC controller for optimal economic cost—0
QGAPHEnsemble : Combining Hybrid QLSTM Network Ensemble via Adaptive Weighting for Short Term Weather Forecasting—0
On the convergence rate of noisy Bayesian Optimization with Expected Improvement—0
Derivation of Output Correlation Inferences for Multi-Output (aka Multi-Task) Gaussian Process—0
Optimizing Distributed Deployment of Mixture-of-Experts Model Inference in Serverless Computing—0
Modeling All Response Surfaces in One for Conditional Search Spaces—0
Robust COVID-19 Detection from Cough Sounds using Deep Neural Decision Tree and Forest: A Comprehensive Cross-Datasets Evaluation—0
On the Implementation of a Bayesian Optimization Framework for Interconnected SystemsCode1
Predicting Barge Presence and Quantity on Inland Waterways using Vessel Tracking Data: A Machine Learning Approach—0
Safe Bayesian Optimization for the Control of High-Dimensional Embodied Systems—0
Scalable Bayesian Optimization via Focalized Sparse Gaussian ProcessesCode0
On Improved Regret Bounds In Bayesian Optimization with Gaussian Noise—0
Bayesian Optimization of Bilevel Problems—0
Automated Materials Discovery Platform Realized: Scanning Probe Microscopy of Combinatorial Libraries—0
Unsupervised learning of spatially varying regularization for diffeomorphic image registration—0
Trading Devil RL: Backdoor attack via Stock market, Bayesian Optimization and Reinforcement Learning—0
Tiered Acquisition for Constrained Bayesian Optimization: An Application to Analog CircuitsCode0
HyperQ-Opt: Q-learning for Hyperparameter Optimization—0
Shaping the Safety Boundaries: Understanding and Defending Against Jailbreaks in Large Language Models—0
High-Dimensional Bayesian Optimization via Random Projection of Manifold SubspacesCode0
Bayesian Optimization for Unknown Cost-Varying Variable Subsets with No-Regret Costs—0
A Comprehensive Forecasting Framework based on Multi-Stage Hierarchical Forecasting Reconciliation and Adjustment—0
Efficient Language-instructed Skill Acquisition via Reward-Policy Co-EvolutionCode1
Indirect Query Bayesian Optimization with Integrated Feedback—0
BOIDS: High-dimensional Bayesian Optimization via Incumbent-guided Direction Lines and Subspace EmbeddingsCode0
Using machine learning to inform harvest control rule design in complex fishery settingsCode0
Show:102550
← PrevPage 4 of 38Next →

No leaderboard results yet.