| Optimizing Hyperparameters for Quantum Data Re-Uploaders in Calorimetric Particle Identification | Dec 16, 2024 | global-optimizationQuantum Machine Learning | —Unverified | 0 |
| Dimensionality Reduction Techniques for Global Bayesian Optimisation | Dec 12, 2024 | Bayesian OptimisationDimensionality Reduction | —Unverified | 0 |
| 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 |
| 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 |
