| Fully Polynomial-Time Randomized Approximation Schemes for Global Optimization of High-Dimensional Folded Concave Penalized Generalized Linear Models | Sep 25, 2019 | global-optimization | —Unverified | 0 |
| Global optimization of parameters in the reactive force field ReaxFF for SiOH | Sep 15, 2019 | global-optimization | —Unverified | 0 |
| SegNAS3D: Network Architecture Search with Derivative-Free Global Optimization for 3D Image Segmentation | Sep 12, 2019 | feature selectionglobal-optimization | —Unverified | 0 |
| Deep Contextualized Word Embeddings in Transition-Based and Graph-Based Dependency Parsing -- A Tale of Two Parsers Revisited | Aug 20, 2019 | Dependency Parsingglobal-optimization | —Unverified | 0 |
| Safe global optimization of expensive noisy black-box functions in the δ-Lipschitz framework | Aug 15, 2019 | global-optimization | —Unverified | 0 |
| pySOT and POAP: An event-driven asynchronous framework for surrogate optimization | Jul 30, 2019 | Bayesian Optimizationglobal-optimization | CodeCode Available | 0 |
| AiAds: Automated and Intelligent Advertising System for Sponsored Search | Jul 28, 2019 | global-optimizationMarketing | —Unverified | 0 |
| Sparse Optimization on Measures with Over-parameterized Gradient Descent | Jul 24, 2019 | global-optimization | CodeCode Available | 0 |
| Classified Regression for Bayesian Optimization: Robot Learning with Unknown Penalties | Jul 24, 2019 | Bayesian Optimizationglobal-optimization | —Unverified | 0 |
| A Modular Task-oriented Dialogue System Using a Neural Mixture-of-Experts | Jul 10, 2019 | global-optimizationMixture-of-Experts | —Unverified | 0 |
