| Graph Agent Network: Empowering Nodes with Inference Capabilities for Adversarial Resilience | Jun 12, 2023 | Classificationglobal-optimization | —Unverified | 0 |
| LU-NeRF: Scene and Pose Estimation by Synchronizing Local Unposed NeRFs | Jun 8, 2023 | global-optimizationNeRF | —Unverified | 0 |
| A Generic Performance Model for Deep Learning in a Distributed Environment | May 19, 2023 | Deep Learningglobal-optimization | —Unverified | 0 |
| Toward Adversarial Training on Contextualized Language Representation | May 8, 2023 | Decoderglobal-optimization | CodeCode Available | 0 |
| A Generalized Framework for Predictive Clustering and Optimization | May 7, 2023 | Clusteringglobal-optimization | —Unverified | 0 |
| No-Regret Constrained Bayesian Optimization of Noisy and Expensive Hybrid Models using Differentiable Quantile Function Approximations | May 5, 2023 | Bayesian Optimizationglobal-optimization | CodeCode Available | 0 |
| High-Dimensional Bayesian Optimization via Semi-Supervised Learning with Optimized Unlabeled Data Sampling | May 4, 2023 | Bayesian Optimizationglobal-optimization | —Unverified | 0 |
| META-SMGO-Δ: similarity as a prior in black-box optimization | Apr 30, 2023 | global-optimizationMeta-Learning | —Unverified | 0 |
| Computational and Exploratory Landscape Analysis of the GKLS Generator | Apr 18, 2023 | Benchmarkingglobal-optimization | —Unverified | 0 |
| Leo: Lagrange Elementary Optimization | Apr 1, 2023 | global-optimization | —Unverified | 0 |
| DeepHive: A multi-agent reinforcement learning approach for automated discovery of swarm-based optimization policies | Mar 29, 2023 | global-optimizationMulti-agent Reinforcement Learning | —Unverified | 0 |
| Multi-Phase Relaxation Labeling for Square Jigsaw Puzzle Solving | Mar 26, 2023 | global-optimization | —Unverified | 0 |
| Efficient Lipschitzian Global Optimization of Hölder Continuous Multivariate Functions | Mar 24, 2023 | global-optimization | —Unverified | 0 |
| Counter-example guided inductive synthesis of control Lyapunov functions for uncertain systems | Mar 17, 2023 | global-optimization | —Unverified | 0 |
| Continuous Function Structured in Multilayer Perceptron for Global Optimization | Mar 7, 2023 | Benchmarkingglobal-optimization | —Unverified | 0 |
| A Unified Momentum-based Paradigm of Decentralized SGD for Non-Convex Models and Heterogeneous Data | Mar 1, 2023 | Edge-computingglobal-optimization | —Unverified | 0 |
| Global optimization in the discrete and variable-dimension conformational space: The case of crystal with the strongest atomic cohesion | Feb 27, 2023 | Bayesian Optimizationglobal-optimization | —Unverified | 0 |
| Rapid Design of Top-Performing Metal-Organic Frameworks with Qualitative Representations of Building Blocks | Feb 17, 2023 | Bayesian Optimizationglobal-optimization | CodeCode Available | 0 |
| Scalable Bayesian optimization with high-dimensional outputs using randomized prior networks | Feb 14, 2023 | Bayesian OptimizationDecision Making | CodeCode Available | 0 |
| Global and Preference-based Optimization with Mixed Variables using Piecewise Affine Surrogates | Feb 9, 2023 | global-optimization | CodeCode Available | 0 |
| FedLAP-DP: Federated Learning by Sharing Differentially Private Loss Approximations | Feb 2, 2023 | Federated Learningglobal-optimization | CodeCode Available | 0 |
| Approximation of optimization problems with constraints through kernel Sum-Of-Squares | Jan 16, 2023 | Articlesglobal-optimization | —Unverified | 0 |
| A Global Optimization Algorithm for K-Center Clustering of One Billion Samples | Dec 30, 2022 | Clusteringglobal-optimization | —Unverified | 0 |
| Neighbor Auto-Grouping Graph Neural Networks for Handover Parameter Configuration in Cellular Network | Dec 29, 2022 | global-optimization | —Unverified | 0 |
| Scaling Painting Style Transfer | Dec 27, 2022 | global-optimizationGPU | CodeCode Available | 0 |
| Multi-surrogate Assisted Efficient Global Optimization for Discrete Problems | Dec 13, 2022 | global-optimizationManagement | —Unverified | 0 |
| Unsupervised spectral-band feature identification for optimal process discrimination | Dec 7, 2022 | global-optimization | —Unverified | 0 |
| In-Hand 3D Object Scanning from an RGB Sequence | Nov 28, 2022 | global-optimizationNeRF | —Unverified | 0 |
| CONFIG: Constrained Efficient Global Optimization for Closed-Loop Control System Optimization with Unmodeled Constraints | Nov 21, 2022 | global-optimization | —Unverified | 0 |
| Global Optimization with Parametric Function Approximation | Nov 16, 2022 | Bayesian OptimizationGaussian Processes | —Unverified | 0 |
| Quantization-Based Optimization: Alternative Stochastic Approximation of Global Optimization | Nov 8, 2022 | global-optimizationQuantization | —Unverified | 0 |
| Global Optimization of Energy Efficiency in IRS-Aided Communication Systems via Robust IRS-Element Activation | Oct 29, 2022 | global-optimization | —Unverified | 0 |
| 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 |
| Global Optimization for Cardinality-constrained Minimum Sum-of-Squares Clustering via Semidefinite Programming | Sep 19, 2022 | Clusteringglobal-optimization | CodeCode Available | 0 |
| Designing Biological Sequences via Meta-Reinforcement Learning and Bayesian Optimization | Sep 13, 2022 | Bayesian Optimizationglobal-optimization | —Unverified | 0 |
| Fast online ranking with fairness of exposure | Sep 13, 2022 | Fairnessglobal-optimization | —Unverified | 0 |
| 1D to nD: A Meta Algorithm for Multivariate Global Optimization via Univariate Optimizers | Sep 6, 2022 | global-optimization | —Unverified | 0 |
| Optimistic Optimization of Gaussian Process Samples | Sep 2, 2022 | Bayesian OptimizationComputational Efficiency | —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 |
| 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 | CodeCode Available | 0 |