| Efficient Global Optimization using Deep Gaussian Processes | Sep 11, 2018 | Gaussian Processesglobal-optimization | —Unverified | 0 |
| A new Taxonomy of Continuous Global Optimization Algorithms | Aug 27, 2018 | global-optimization | —Unverified | 0 |
| On a New Improvement-Based Acquisition Function for Bayesian Optimization | Aug 21, 2018 | Bayesian Optimizationglobal-optimization | —Unverified | 0 |
| Joint Modeling of Structure Identification and Nuclearity Recognition in Macro Chinese Discourse Treebank | Aug 1, 2018 | Discourse Parsingglobal-optimization | —Unverified | 0 |
| Global optimization using Gaussian Processes to estimate biological parameters from image data | Jul 26, 2018 | Gaussian Processesglobal-optimization | —Unverified | 0 |
| Deterministic Hypothesis Generation for Robust Fitting of Multiple Structures | Jul 25, 2018 | global-optimization | —Unverified | 0 |
| Deterministic Fitting of Multiple Structures using Iterative MaxFS with Inlier Scale Estimation and Subset Updating | Jul 24, 2018 | global-optimization | —Unverified | 0 |
| Global optimization test problems based on random field composition | Jul 13, 2018 | global-optimizationMetaheuristic Optimization | —Unverified | 0 |
| Nonconvex Optimization for Regression with Fairness Constraints | Jul 1, 2018 | AttributeFairness | CodeCode Available | 0 |
| New Heuristics for Parallel and Scalable Bayesian Optimization | Jul 1, 2018 | Bayesian Optimizationglobal-optimization | CodeCode Available | 0 |
| A convex method for classification of groups of examples | Jun 21, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| Learning Globally Optimized Object Detector via Policy Gradient | Jun 1, 2018 | global-optimizationObject | —Unverified | 0 |
| Slot-Gated Modeling for Joint Slot Filling and Intent Prediction | Jun 1, 2018 | global-optimizationIntent Detection | CodeCode Available | 0 |
| Local and Global Optimization Techniques in Graph-Based Clustering | Jun 1, 2018 | Clusteringglobal-optimization | —Unverified | 0 |
| Maximizing acquisition functions for Bayesian optimization | May 25, 2018 | Bayesian Optimizationglobal-optimization | CodeCode Available | 0 |
| Globally Optimized Mutual Influence Aware Ranking in E-Commerce Search | May 22, 2018 | global-optimization | —Unverified | 0 |
| 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 |