| Efficient Global Optimization of Two-layer ReLU Networks: Quadratic-time Algorithms and Adversarial Training | Jan 6, 2022 | global-optimization | —Unverified | 0 |
| Thinking inside the box: A tutorial on grey-box Bayesian optimization | Jan 2, 2022 | Bayesian Optimizationglobal-optimization | —Unverified | 0 |
| Global convergence of optimized adaptive importance samplers | Jan 2, 2022 | global-optimization | —Unverified | 0 |
| High-dimensional Bayesian Optimization Algorithm with Recurrent Neural Network for Disease Control Models in Time Series | Jan 1, 2022 | Bayesian Optimizationglobal-optimization | —Unverified | 0 |
| Stochastic Learning Equation using Monotone Increasing Resolution of Quantization | Dec 24, 2021 | global-optimizationQuantization | —Unverified | 0 |
| Low-rank Tensor Decomposition for Compression of Convolutional Neural Networks Using Funnel Regularization | Dec 7, 2021 | global-optimizationModel Compression | —Unverified | 0 |
| FaSS-MVS -- Fast Multi-View Stereo with Surface-Aware Semi-Global Matching from UAV-borne Monocular Imagery | Dec 1, 2021 | Depth Estimationglobal-optimization | —Unverified | 0 |
| An Exact Algorithm for Semi-supervised Minimum Sum-of-Squares Clustering | Nov 30, 2021 | ClusteringConstrained Clustering | CodeCode Available | 0 |
| A Graph-to-Sequence Model for Joint Intent Detection and Slot Filling in Task-Oriented Dialogue Systems | Nov 16, 2021 | Decoderglobal-optimization | —Unverified | 0 |
| BSC: Block-based Stochastic Computing to Enable Accurate and Efficient TinyML | Nov 12, 2021 | global-optimization | —Unverified | 0 |
