| On the Design of Complex EM Devices and Systems through the System-by-Design Paradigm -- A Framework for Dealing with the Computational Complexity | Jul 16, 2021 | CPUglobal-optimization | —Unverified | 0 |
| Testing Surrogate-Based Optimization with the Fortified Branin-Hoo Extended to Four Dimensions | Jul 16, 2021 | global-optimization | —Unverified | 0 |
| A Granular Sieving Algorithm for Deterministic Global Optimization | Jul 14, 2021 | global-optimization | —Unverified | 0 |
| Uso de GSO cooperativos com decaimentos de pesos para otimizacao de redes neurais | Jul 5, 2021 | Evolutionary Algorithmsglobal-optimization | —Unverified | 0 |
| Learned Global Optimization for Inverse Scattering Problems -- Matching Global Search with Computational Efficiency | Jul 1, 2021 | Computational Efficiencyglobal-optimization | —Unverified | 0 |
| A Non-parametric View of FedAvg and FedProx: Beyond Stationary Points | Jun 29, 2021 | Federated Learningglobal-optimization | —Unverified | 0 |
| Automated Configuration of Genetic Algorithms by Tuning for Anytime Performance | Jun 11, 2021 | global-optimization | CodeCode Available | 0 |
| Preparation of Many-body Ground States by Time Evolution with Variational Microscopic Magnetic Fields and Incomplete Interactions | Jun 3, 2021 | global-optimization | —Unverified | 0 |
| Spoken Language Understanding for Task-oriented Dialogue Systems with Augmented Memory Networks | Jun 1, 2021 | Decoderglobal-optimization | —Unverified | 0 |
| Potential Game based Channel Allocation for Vehicular Edge Computing | May 25, 2021 | Edge-computingglobal-optimization | CodeCode Available | 1 |
| Automatic Dynamic Parallelotope Bundles for Reachability Analysis of Nonlinear Systems | May 25, 2021 | global-optimization | —Unverified | 0 |
| A Geometric Analysis of Neural Collapse with Unconstrained Features | May 6, 2021 | global-optimization | CodeCode Available | 1 |
| One-parameter family of acquisition functions for efficient global optimization | Apr 26, 2021 | Bayesian OptimizationGaussian Processes | —Unverified | 0 |
| Deep Learning for Bayesian Optimization of Scientific Problems with High-Dimensional Structure | Apr 23, 2021 | Bayesian OptimizationGaussian Processes | CodeCode Available | 1 |
| Crystal structure prediction of materials with high symmetry using differential evolution | Apr 20, 2021 | global-optimizationVocal Bursts Intensity Prediction | —Unverified | 0 |
| Bayesian Algorithm Execution: Estimating Computable Properties of Black-box Functions Using Mutual Information | Apr 19, 2021 | Bayesian OptimizationExperimental Design | CodeCode Available | 1 |
| Efficient Global Optimization of Non-differentiable, Symmetric Objectives for Multi Camera Placement | Mar 20, 2021 | 3D Reconstructionglobal-optimization | —Unverified | 0 |
| A continuous-state cellular automata algorithm for global optimization | Mar 2, 2021 | global-optimization | CodeCode Available | 0 |
| Panoramic annular SLAM with loop closure and global optimization | Feb 26, 2021 | global-optimizationLoop Closure Detection | —Unverified | 0 |
| A Framework For Pruning Deep Neural Networks Using Energy-Based Models | Feb 25, 2021 | global-optimization | —Unverified | 0 |
| Large Scale Global Optimization Algorithms for IoT Networks: A Comparative Study | Feb 22, 2021 | Clusteringglobal-optimization | —Unverified | 0 |
| Stochastic Gradient Langevin Dynamics with Variance Reduction | Feb 12, 2021 | global-optimization | —Unverified | 0 |
| A Collaborative Visual SLAM Framework for Service Robots | Feb 5, 2021 | global-optimizationRetrieval | —Unverified | 0 |
| The Archerfish Hunting Optimizer: a novel metaheuristic algorithm for global optimization | Feb 3, 2021 | global-optimization | —Unverified | 0 |
| A Surrogate-Assisted Variable Grouping Algorithm for General Large Scale Global Optimization Problems | Jan 19, 2021 | global-optimizationProblem Decomposition | —Unverified | 0 |
| TREGO: a Trust-Region Framework for Efficient Global Optimization | Jan 18, 2021 | Bayesian Optimizationglobal-optimization | —Unverified | 0 |
| Performance Analysis and Improvement of Parallel Differential Evolution | Jan 17, 2021 | global-optimizationMath | —Unverified | 0 |
| Neural Spectrahedra and Semidefinite Lifts: Global Convex Optimization of Polynomial Activation Neural Networks in Fully Polynomial-Time | Jan 7, 2021 | global-optimization | —Unverified | 0 |
| Batch Reinforcement Learning Through Continuation Method | Jan 1, 2021 | global-optimizationreinforcement-learning | —Unverified | 0 |
| On the performance of deep learning for numerical optimization: an application to protein structure prediction | Dec 17, 2020 | global-optimizationGPU | —Unverified | 0 |
| Optimizing the Parameters of A Physical Exercise Dose-Response Model: An Algorithmic Comparison | Dec 16, 2020 | global-optimization | —Unverified | 0 |
| On The Verification of Neural ODEs with Stochastic Guarantees | Dec 16, 2020 | global-optimization | —Unverified | 0 |
| From particle swarm optimization to consensus based optimization: stochastic modeling and mean-field limit | Dec 10, 2020 | global-optimizationPosition | —Unverified | 0 |
| Understanding Memory B Cell Selection | Dec 9, 2020 | global-optimization | —Unverified | 0 |
| Conjugate Mixture Models for Clustering Multimodal Data | Dec 9, 2020 | Clusteringglobal-optimization | —Unverified | 0 |
| MANGO: A Mask Attention Guided One-Stage Scene Text Spotter | Dec 8, 2020 | Decoderglobal-optimization | —Unverified | 0 |
| Global Riemannian Acceleration in Hyperbolic and Spherical Spaces | Dec 7, 2020 | global-optimization | —Unverified | 0 |
| Architectural Adversarial Robustness: The Case for Deep Pursuit | Nov 29, 2020 | Adversarial Robustnessglobal-optimization | —Unverified | 0 |
| Combinatorial Bayesian Optimization with Random Mapping Functions to Convex Polytopes | Nov 26, 2020 | Bayesian Optimizationglobal-optimization | —Unverified | 0 |
| A Learning-based Optimization Algorithm:Image Registration Optimizer Network | Nov 23, 2020 | global-optimizationImage Registration | CodeCode Available | 0 |
| A differential evolution-based optimization tool for interplanetary transfer trajectory design | Nov 13, 2020 | global-optimization | —Unverified | 0 |
| Pathwise Conditioning of Gaussian Processes | Nov 8, 2020 | Gaussian Processesglobal-optimization | CodeCode Available | 1 |
| Ridge regression with adaptive additive rectangles and other piecewise functional templates | Nov 2, 2020 | global-optimizationregression | —Unverified | 0 |
| Chunk-based Chinese Spelling Check with Global Optimization | Nov 1, 2020 | global-optimizationOptical Character Recognition | —Unverified | 0 |
| Batch Sequential Adaptive Designs for Global Optimization | Oct 21, 2020 | ClusteringCPU | —Unverified | 0 |
| Non-Stationary Stochastic Global Optimization Algorithms | Oct 11, 2020 | global-optimizationLEMMA | —Unverified | 0 |
| Global Optimization of Objective Functions Represented by ReLU Networks | Oct 7, 2020 | global-optimization | —Unverified | 0 |
| Additive Tree-Structured Conditional Parameter Spaces in Bayesian Optimization: A Novel Covariance Function and a Fast Implementation | Oct 6, 2020 | Bayesian Optimizationglobal-optimization | CodeCode Available | 0 |
| Multi-Level Evolution Strategies for High-Resolution Black-Box Control | Oct 4, 2020 | global-optimizationVocal Bursts Intensity Prediction | —Unverified | 0 |
| Deep learning algorithms for solving high dimensional nonlinear backward stochastic differential equations | Oct 3, 2020 | global-optimization | —Unverified | 0 |