| Advancing Bayesian Optimization: The Mixed-Global-Local (MGL) Kernel and Length-Scale Cool Down | Dec 9, 2016 | Bayesian Optimizationglobal-optimization | —Unverified | 0 |
| 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 |