| Derivative-Free Global Optimization Algorithms: Population based Methods and Random Search Approaches | Apr 19, 2019 | Deep Learningglobal-optimization | —Unverified | 0 |
| Convergence analysis of beetle antennae search algorithm and its applications | Apr 4, 2019 | global-optimization | CodeCode Available | 0 |
| A Seft-adaptive Multicellular GEP Algorithm Based On Fuzzy Control For Function Optimization | Apr 1, 2019 | Diversityglobal-optimization | —Unverified | 0 |
| Multi-Species Cuckoo Search Algorithm for Global Optimization | Mar 27, 2019 | global-optimization | —Unverified | 0 |
| Gradient-only line searches: An Alternative to Probabilistic Line Searches | Mar 22, 2019 | global-optimization | —Unverified | 0 |
| Annealing for Distributed Global Optimization | Mar 18, 2019 | global-optimization | —Unverified | 0 |
| Intelligent Solution System towards Parts Logistics Optimization | Mar 18, 2019 | global-optimizationManagement | —Unverified | 0 |
| Financial Applications of Gaussian Processes and Bayesian Optimization | Mar 12, 2019 | Bayesian OptimizationBIG-bench Machine Learning | —Unverified | 0 |
| Road is Enough! Extrinsic Calibration of Non-overlapping Stereo Camera and LiDAR using Road Information | Feb 27, 2019 | global-optimization | —Unverified | 0 |
| Harnessing Low-Fidelity Data to Accelerate Bayesian Optimization via Posterior Regularization | Feb 11, 2019 | Bayesian Optimizationglobal-optimization | —Unverified | 0 |
| Optimizing Deep Neural Networks with Multiple Search Neuroevolution | Jan 17, 2019 | global-optimization | CodeCode Available | 0 |
| Semantic Driven Multi-Camera Pedestrian Detection | Dec 27, 2018 | Attributeglobal-optimization | —Unverified | 0 |
| A Globally Optimal Energy-Efficient Power Control Framework and its Efficient Implementation in Wireless Interference Networks | Dec 17, 2018 | global-optimization | CodeCode Available | 0 |
| Minima distribution for global optimization | Dec 9, 2018 | global-optimization | CodeCode Available | 0 |
| Automating Bayesian optimization with Bayesian optimization | Dec 1, 2018 | Bayesian OptimizationDecision Making | —Unverified | 0 |
| Global optimization of expensive black-box models based on asynchronous hybrid-criterion with interval reduction | Nov 29, 2018 | global-optimization | —Unverified | 0 |
| Practical Batch Bayesian Optimization for Less Expensive Functions | Nov 5, 2018 | Bayesian Optimizationglobal-optimization | —Unverified | 0 |
| A General Framework for Multi-fidelity Bayesian Optimization with Gaussian Processes | Nov 2, 2018 | Bayesian OptimizationGaussian Processes | —Unverified | 0 |
| Inheritance-Based Diversity Measures for Explicit Convergence Control in Evolutionary Algorithms | Oct 30, 2018 | DiversityEvolutionary Algorithms | —Unverified | 0 |
| Automatic Configuration of Deep Neural Networks with EGO | Oct 10, 2018 | Data Augmentationglobal-optimization | CodeCode Available | 0 |
| Combining Bayesian Optimization and Lipschitz Optimization | Oct 10, 2018 | Bayesian Optimizationglobal-optimization | —Unverified | 0 |
| Adaptive Gaussian process surrogates for Bayesian inference | Sep 27, 2018 | Bayesian Inferenceglobal-optimization | —Unverified | 0 |
| A Step-by-Step Guide to Using BioNetFit | Sep 21, 2018 | global-optimization | —Unverified | 0 |
| Benchmarking five global optimization approaches for nano-optical shape optimization and parameter reconstruction | Sep 18, 2018 | Bayesian OptimizationBenchmarking | —Unverified | 0 |
| Hubless keypoint-based 3D deformable groupwise registration | Sep 11, 2018 | 3D ReconstructionAnatomy | CodeCode Available | 0 |
| 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 |