| Efficient Likelihood Bayesian Constrained Local Model | Nov 30, 2016 | Bayesian InferenceFace Alignment | —Unverified | 0 |
| Learning to Learn without Gradient Descent by Gradient Descent | Nov 11, 2016 | Bayesian Optimizationglobal-optimization | —Unverified | 0 |
| LSTM Shift-Reduce CCG Parsing | Nov 1, 2016 | Feature Engineeringglobal-optimization | —Unverified | 0 |
| Homotopy Analysis for Tensor PCA | Oct 28, 2016 | global-optimization | —Unverified | 0 |
| A global optimization algorithm for sparse mixed membership matrix factorization | Oct 19, 2016 | global-optimization | —Unverified | 0 |
| Funneled Bayesian Optimization for Design, Tuning and Control of Autonomous Systems | Oct 2, 2016 | Bayesian OptimizationExperimental Design | —Unverified | 0 |
| Efficient batch-sequential Bayesian optimization with moments of truncated Gaussian vectors | Sep 9, 2016 | Bayesian OptimizationForm | —Unverified | 0 |
| Student's t Distribution based Estimation of Distribution Algorithms for Derivative-free Global Optimization | Aug 12, 2016 | Evolutionary Algorithmsglobal-optimization | —Unverified | 0 |
| A supermartingale approach to Gaussian process based sequential design of experiments | Aug 3, 2016 | global-optimization | —Unverified | 0 |
| Global Continuous Optimization with Error Bound and Fast Convergence | Jul 17, 2016 | global-optimizationManagement | —Unverified | 0 |
| Piecewise convexity of artificial neural networks | Jul 17, 2016 | global-optimizationspeech-recognition | —Unverified | 0 |
| Update Strength in EDAs and ACO: How to Avoid Genetic Drift | Jul 14, 2016 | global-optimization | —Unverified | 0 |
| Learning in Quantum Control: High-Dimensional Global Optimization for Noisy Quantum Dynamics | Jul 12, 2016 | global-optimizationquantum gate design | CodeCode Available | 0 |
| Guaranteed Outlier Removal With Mixed Integer Linear Programs | Jun 1, 2016 | global-optimization | —Unverified | 0 |
| Laplacian Patch-Based Image Synthesis | Jun 1, 2016 | global-optimizationImage Generation | —Unverified | 0 |
| Local Perturb-and-MAP for Structured Prediction | May 24, 2016 | Combinatorial Optimizationglobal-optimization | —Unverified | 0 |
| Automatic LQR Tuning Based on Gaussian Process Global Optimization | May 6, 2016 | Bayesian Optimizationglobal-optimization | —Unverified | 0 |
| Simple2Complex: Global Optimization by Gradient Descent | May 2, 2016 | global-optimization | —Unverified | 0 |
| Identifying global optimality for dictionary learning | Apr 17, 2016 | Dictionary LearningForm | —Unverified | 0 |
| Full Flow: Optical Flow Estimation By Global Optimization over Regular Grids | Apr 12, 2016 | global-optimizationOptical Flow Estimation | —Unverified | 0 |
| Bayesian Optimization with Exponential Convergence | Apr 5, 2016 | Bayesian Optimizationglobal-optimization | —Unverified | 0 |
| A ranking approach to global optimization | Mar 14, 2016 | global-optimization | —Unverified | 0 |
| Small ensembles of kriging models for optimization | Mar 8, 2016 | global-optimization | —Unverified | 0 |
| Stochastic Process Bandits: Upper Confidence Bounds Algorithms via Generic Chaining | Feb 16, 2016 | Gaussian Processesglobal-optimization | —Unverified | 0 |
| Parallel Bayesian Global Optimization of Expensive Functions | Feb 16, 2016 | Bayesian Optimizationglobal-optimization | —Unverified | 0 |
| Stratified Bayesian Optimization | Feb 7, 2016 | Bayesian Optimizationglobal-optimization | —Unverified | 0 |
| An analytic comparison of regularization methods for Gaussian Processes | Feb 2, 2016 | Gaussian Processesglobal-optimization | —Unverified | 0 |
| On the Relation between two Rotation Metrics | Dec 14, 2015 | global-optimizationLEMMA | —Unverified | 0 |
| Boosted Sparse Non-linear Distance Metric Learning | Dec 10, 2015 | global-optimizationMetric Learning | —Unverified | 0 |
| Probabilistic Appearance Models for Segmentation and Classification | Dec 1, 2015 | ClassificationGeneral Classification | —Unverified | 0 |
| Robust Nonrigid Registration by Convex Optimization | Dec 1, 2015 | global-optimization | —Unverified | 0 |
| Deep Neural Decision Forests | Dec 1, 2015 | global-optimizationRepresentation Learning | —Unverified | 0 |
| Parallel Predictive Entropy Search for Batch Global Optimization of Expensive Objective Functions | Nov 23, 2015 | Bayesian Optimizationglobal-optimization | —Unverified | 0 |
| Semantic Segmentation with Boundary Neural Fields | Nov 9, 2015 | Boundary Detectionglobal-optimization | —Unverified | 0 |
| Vehicle Speed Prediction using Deep Learning | Oct 25, 2015 | Deep Learningglobal-optimization | —Unverified | 0 |
| Hybridization of Interval CP and Evolutionary Algorithms for Optimizing Difficult Problems | Oct 16, 2015 | Evolutionary Algorithmsglobal-optimization | —Unverified | 0 |
| Multiresolution Search of the Rigid Motion Space for Intensity Based Registration | Oct 14, 2015 | global-optimizationImage Registration | —Unverified | 0 |
| Differential Evolution with Generalized Mutation Operator for Parameters Optimization in Gene Selection for Cancer Classification | Oct 8, 2015 | Cancer ClassificationEvolutionary Algorithms | —Unverified | 0 |
| A novel mutation operator based on the union of fitness and design spaces information for Differential Evolution | Oct 8, 2015 | Evolutionary Algorithmsglobal-optimization | —Unverified | 0 |
| Hybrid Optimization Algorithm for Large-Scale QoS-Aware Service Composition | Sep 21, 2015 | global-optimizationService Composition | —Unverified | 0 |
| Pure and Hybrid Evolutionary Computing in Global Optimization of Chemical Structures: from Atoms and Molecules to Clusters and Crystals | Aug 31, 2015 | global-optimization | —Unverified | 0 |
| Unbounded Bayesian Optimization via Regularization | Aug 14, 2015 | Bayesian OptimizationBenchmarking | —Unverified | 0 |
| Evolutionary Multimodal Optimization: A Short Survey | Aug 3, 2015 | BenchmarkingDiversity | —Unverified | 0 |
| Clustering by transitive propagation | Jun 9, 2015 | Clusteringglobal-optimization | —Unverified | 0 |
| Local Nonstationarity for Efficient Bayesian Optimization | Jun 5, 2015 | Bayesian OptimizationBIG-bench Machine Learning | —Unverified | 0 |
| Robust Reconstruction of Indoor Scenes | Jun 1, 2015 | global-optimizationIndoor Scene Reconstruction | —Unverified | 0 |
| BOLD - Binary Online Learned Descriptor For Efficient Image Matching | Jun 1, 2015 | global-optimization | —Unverified | 0 |
| Phase-Based Frame Interpolation for Video | Jun 1, 2015 | global-optimizationImage Generation | CodeCode Available | 0 |
| Large-Scale and Drift-Free Surface Reconstruction Using Online Subvolume Registration | Jun 1, 2015 | global-optimizationPose Estimation | —Unverified | 0 |
| Multi-Image Matching via Fast Alternating Minimization | May 19, 2015 | global-optimization | CodeCode Available | 0 |