| An Improved Structured Mesh Generation Method Based on Physics-informed Neural Networks | Oct 18, 2022 | global-optimization | —Unverified | 0 |
| A Bayesian Optimization Framework for Finding Local Optima in Expensive Multi-Modal Functions | Oct 13, 2022 | Bayesian Optimizationglobal-optimization | CodeCode Available | 0 |
| Many-body Approximation for Non-negative Tensors | Sep 30, 2022 | global-optimizationTensor Networks | —Unverified | 0 |
| Lower Bounds on the Worst-Case Complexity of Efficient Global Optimization | Sep 20, 2022 | global-optimization | —Unverified | 0 |
| A Simple and Powerful Global Optimization for Unsupervised Video Object Segmentation | Sep 19, 2022 | Clusteringglobal-optimization | CodeCode Available | 1 |
| Global Optimization for Cardinality-constrained Minimum Sum-of-Squares Clustering via Semidefinite Programming | Sep 19, 2022 | Clusteringglobal-optimization | CodeCode Available | 0 |
| TSFool: Crafting Highly-Imperceptible Adversarial Time Series through Multi-Objective Attack | Sep 14, 2022 | Adversarial Attackglobal-optimization | CodeCode Available | 1 |
| Fast online ranking with fairness of exposure | Sep 13, 2022 | Fairnessglobal-optimization | —Unverified | 0 |
| Designing Biological Sequences via Meta-Reinforcement Learning and Bayesian Optimization | Sep 13, 2022 | Bayesian Optimizationglobal-optimization | —Unverified | 0 |
| 1D to nD: A Meta Algorithm for Multivariate Global Optimization via Univariate Optimizers | Sep 6, 2022 | global-optimization | —Unverified | 0 |
| Inference and dynamic decision-making for deteriorating systems with probabilistic dependencies through Bayesian networks and deep reinforcement learning | Sep 2, 2022 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| Optimistic Optimization of Gaussian Process Samples | Sep 2, 2022 | Bayesian OptimizationComputational Efficiency | —Unverified | 0 |
| Seg4Reg+: Consistency Learning between Spine Segmentation and Cobb Angle Regression | Aug 26, 2022 | global-optimizationImage Segmentation | —Unverified | 0 |
| JVLDLoc: a Joint Optimization of Visual-LiDAR Constraints and Direction Priors for Localization in Driving Scenario | Aug 21, 2022 | Autonomous Drivingglobal-optimization | —Unverified | 0 |
| Atomistic structure search using local surrogate mode | Aug 19, 2022 | global-optimizationTransfer Learning | —Unverified | 0 |
| Active Learning Exploration of Transition Metal Complexes to Discover Method-Insensitive and Synthetically Accessible Chromophores | Aug 10, 2022 | Active Learningglobal-optimization | —Unverified | 0 |
| Quantization enabled Privacy Protection in Decentralized Stochastic Optimization | Aug 7, 2022 | global-optimizationQuantization | —Unverified | 0 |
| A Parallel Technique for Multi-objective Bayesian Global Optimization: Using a Batch Selection of Probability of Improvement | Aug 7, 2022 | global-optimization | —Unverified | 0 |
| Bayesian Optimization with Informative Covariance | Aug 4, 2022 | Bayesian OptimizationGaussian Processes | —Unverified | 0 |
| Dynamic Low-Resolution Distillation for Cost-Efficient End-to-End Text Spotting | Jul 14, 2022 | global-optimizationKnowledge Distillation | —Unverified | 0 |
| TRIE++: Towards End-to-End Information Extraction from Visually Rich Documents | Jul 14, 2022 | global-optimizationLanguage Modelling | —Unverified | 0 |
| A Simple Novel Global Optimization Algorithm and Its Performance on Some Benchmark Functions | Jul 13, 2022 | global-optimization | —Unverified | 0 |
| Active Distribution System Coordinated Control Method via Artificial Intelligence | Jul 12, 2022 | global-optimization | —Unverified | 0 |
| Assessing Ranking and Effectiveness of Evolutionary Algorithm Hyperparameters Using Global Sensitivity Analysis Methodologies | Jul 11, 2022 | Evolutionary Algorithmsglobal-optimization | CodeCode Available | 0 |
| Pre-training helps Bayesian optimization too | Jul 7, 2022 | Bayesian Optimizationglobal-optimization | CodeCode Available | 1 |