| An AI-driven framework for rapid and localized optimizations of urban open spaces | Jan 14, 2025 | counterfactualFeature Importance | —Unverified | 0 |
| Balancing Accuracy and Efficiency for Large-Scale SLAM: A Minimal Subset Approach for Scalable Loop Closures | Jan 3, 2025 | global-optimizationLoop Closure Detection | CodeCode Available | 1 |
| Intuitive Analysis of the Quantization-based Optimization: From Stochastic and Quantum Mechanical Perspective | Dec 31, 2024 | global-optimizationQuantization | —Unverified | 0 |
| Hierarchical Multi-agent Meta-Reinforcement Learning for Cross-channel Bidding | Dec 26, 2024 | global-optimizationMeta Reinforcement Learning | —Unverified | 0 |
| Optimizing Hyperparameters for Quantum Data Re-Uploaders in Calorimetric Particle Identification | Dec 16, 2024 | global-optimizationQuantum Machine Learning | —Unverified | 0 |
| Explicit and Implicit Graduated Optimization in Deep Neural Networks | Dec 16, 2024 | global-optimizationimage-classification | CodeCode Available | 0 |
| Dimensionality Reduction Techniques for Global Bayesian Optimisation | Dec 12, 2024 | Bayesian OptimisationDimensionality Reduction | —Unverified | 0 |
| MV-DUSt3R+: Single-Stage Scene Reconstruction from Sparse Views In 2 Seconds | Dec 9, 2024 | Camera CalibrationCamera Pose Estimation | CodeCode Available | 4 |
| Policy Agnostic RL: Offline RL and Online RL Fine-Tuning of Any Class and Backbone | Dec 9, 2024 | global-optimizationImitation Learning | —Unverified | 0 |
| Global Optimization with A Power-Transformed Objective and Gaussian Smoothing | Dec 6, 2024 | global-optimization | CodeCode Available | 0 |
| A Data-Driven Framework for Discovering Fractional Differential Equations in Complex Systems | Dec 5, 2024 | Denoisingglobal-optimization | —Unverified | 0 |
| What should a neuron aim for? Designing local objective functions based on information theory | Dec 3, 2024 | global-optimization | CodeCode Available | 1 |
| CBOL-Tuner: Classifier-pruned Bayesian optimization to explore temporally structured latent spaces for particle accelerator tuning | Dec 2, 2024 | Bayesian OptimizationEfficient Exploration | —Unverified | 0 |
| A Novel Design Method for Digital FIR/IIR Filters Based on the Shuffle Frog-Leaping Algorithm | Nov 28, 2024 | global-optimization | —Unverified | 0 |
| Permutative redundancy and uncertainty of the objective in deep learning | Nov 11, 2024 | Deep Learningglobal-optimization | —Unverified | 0 |
| Synergizing Hyper-accelerated Power Optimization and Wavelength-Dependent QoT-Aware Cross-Layer Design in Next-Generation Multi-Band EONs | Nov 5, 2024 | Blockingglobal-optimization | —Unverified | 0 |
| Near-Optimal Dynamic Regret for Adversarial Linear Mixture MDPs | Nov 5, 2024 | global-optimization | —Unverified | 0 |
| Kernel Looping: Eliminating Synchronization Boundaries for Peak Inference Performance | Oct 31, 2024 | global-optimization | —Unverified | 0 |
| Optimizing Posterior Samples for Bayesian Optimization via Rootfinding | Oct 29, 2024 | Bayesian Optimizationglobal-optimization | CodeCode Available | 1 |
| Bayesian Optimization for Hyperparameters Tuning in Neural Networks | Oct 29, 2024 | Bayesian OptimizationComputational Efficiency | —Unverified | 0 |
| Super Gradient Descent: Global Optimization requires Global Gradient | Oct 25, 2024 | global-optimization | —Unverified | 0 |
| Global Optimization of Gaussian Process Acquisition Functions Using a Piecewise-Linear Kernel Approximation | Oct 22, 2024 | Bayesian Optimizationglobal-optimization | —Unverified | 0 |
| ADAM-SINDy: An Efficient Optimization Framework for Parameterized Nonlinear Dynamical System Identification | Oct 21, 2024 | global-optimizationparameter estimation | —Unverified | 0 |
| CLIPtortionist: Zero-shot Text-driven Deformation for Manufactured 3D Shapes | Oct 19, 2024 | global-optimizationLanguage Modeling | —Unverified | 0 |
| Boosting K-means for Big Data by Fusing Data Streaming with Global Optimization | Oct 18, 2024 | Clusteringglobal-optimization | —Unverified | 0 |