| 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 |
| Global Optimization under Length Constraint for Neural Text Summarization | Jul 1, 2019 | Document Summarizationglobal-optimization | —Unverified | 0 |
| Distributed Optimization for Smart Cyber-Physical Networks | Jun 25, 2019 | Distributed Optimizationglobal-optimization | —Unverified | 0 |
| Fractional-order Backpropagation Neural Networks: Modified Fractional-order Steepest Descent Method for Family of Backpropagation Neural Networks | Jun 23, 2019 | global-optimization | —Unverified | 0 |
| Symbolic regression by uniform random global search | Jun 18, 2019 | global-optimizationregression | CodeCode Available | 0 |
| Simulator-based training of generative models for the inverse design of metasurfaces | Jun 18, 2019 | global-optimization | —Unverified | 0 |
| Global optimization via inverse distance weighting and radial basis functions | Jun 15, 2019 | Bayesian Optimizationglobal-optimization | —Unverified | 0 |
| Efficient Kernel-based Subsequence Search for User Identification from Walking Activity | Jun 11, 2019 | Dynamic Time Warpingglobal-optimization | —Unverified | 0 |
| Optimising portfolio diversification and dimensionality | Jun 3, 2019 | global-optimization | —Unverified | 0 |
| Testing that a Local Optimum of the Likelihood is Globally Optimum using Reparameterized Embeddings | May 31, 2019 | global-optimization | —Unverified | 0 |
| Neural Metric Learning for Fast End-to-End Relation Extraction | May 17, 2019 | global-optimizationMetric Learning | —Unverified | 0 |
| Approximation of the objective insensitivity regions using Hierarchic Memetic Strategy coupled with Covariance Matrix Adaptation Evolutionary Strategy | May 17, 2019 | global-optimizationStochastic Optimization | —Unverified | 0 |
| Global optimization of dielectric metasurfaces using a physics-driven neural network | May 13, 2019 | global-optimization | —Unverified | 0 |
| Bayesian Optimization using Deep Gaussian Processes | May 7, 2019 | Bayesian OptimizationGaussian Processes | —Unverified | 0 |
| Logician: A Unified End-to-End Neural Approach for Open-Domain Information Extraction | Apr 29, 2019 | Attributeglobal-optimization | —Unverified | 0 |
| Fourier Transform Approach to Machine Learning II: Fourier Clustering | Apr 29, 2019 | BIG-bench Machine LearningClustering | —Unverified | 0 |
| Efficient Computation of Expected Hypervolume Improvement Using Box Decomposition Algorithms | Apr 26, 2019 | global-optimization | —Unverified | 0 |
| A neural network-based framework for financial model calibration | Apr 23, 2019 | BIG-bench Machine Learningglobal-optimization | —Unverified | 0 |
| Derivative-Free Global Optimization Algorithms: Bayesian Method and Lipschitzian Approaches | Apr 19, 2019 | Deep Learningglobal-optimization | —Unverified | 0 |
