| Neural Generative Models for Global Optimization with Gradients | May 22, 2018 | Bayesian OptimizationGaussian Processes | —Unverified | 0 |
| Never look back - A modified EnKF method and its application to the training of neural networks without back propagation | May 21, 2018 | global-optimization | —Unverified | 0 |
| Independent Component Analysis via Energy-based and Kernel-based Mutual Dependence Measures | May 17, 2018 | Bayesian Optimizationglobal-optimization | —Unverified | 0 |
| The Global Optimization Geometry of Shallow Linear Neural Networks | May 13, 2018 | global-optimization | —Unverified | 0 |
| Variable-fidelity expected improvement method for efficient global optimization of expensive functions | May 5, 2018 | global-optimization | —Unverified | 0 |
| HG-means: A scalable hybrid genetic algorithm for minimum sum-of-squares clustering | Apr 25, 2018 | Clusteringglobal-optimization | CodeCode Available | 0 |
| Jointly Localizing and Describing Events for Dense Video Captioning | Apr 23, 2018 | AttributeDense Video Captioning | —Unverified | 0 |
| Global Convergence Analysis of the Flower Pollination Algorithm: A Discrete-Time Markov Chain Approach | Apr 21, 2018 | global-optimizationMultiobjective Optimization | —Unverified | 0 |
| Two Use Cases of Machine Learning for SDN-Enabled IP/Optical Networks: Traffic Matrix Prediction and Optical Path Performance Prediction | Apr 20, 2018 | BIG-bench Machine Learningglobal-optimization | —Unverified | 0 |
| Particle Swarm Optimization: A survey of historical and recent developments with hybridization perspectives | Apr 15, 2018 | global-optimization | —Unverified | 0 |
