| Fair Kernel Regression via Fair Feature Embedding in Kernel Space | Jul 4, 2019 | BIG-bench Machine Learningfeature selection | CodeCode Available | 0 |
| Consistent Regression using Data-Dependent Coverings | Jul 4, 2019 | regression | CodeCode Available | 0 |
| Globally Convergent Newton Methods for Ill-conditioned Generalized Self-concordant Losses | Jul 3, 2019 | Generalization Boundsregression | CodeCode Available | 0 |
| Neural Network Architecture Search with Differentiable Cartesian Genetic Programming for Regression | Jul 3, 2019 | regression | —Unverified | 0 |
| Adaptive Pricing in Insurance: Generalized Linear Models and Gaussian Process Regression Approaches | Jul 2, 2019 | Gaussian ProcessesManagement | —Unverified | 0 |
| An innovative adaptive kriging approach for efficient binary classification of mechanical problems | Jul 2, 2019 | Binary ClassificationGeneral Classification | CodeCode Available | 0 |
| Adversarial Attention Modeling for Multi-dimensional Emotion Regression | Jul 1, 2019 | regression | —Unverified | 0 |
| Unsupervised Learning of Discourse-Aware Text Representation for Essay Scoring | Jul 1, 2019 | ClassificationDocument Classification | CodeCode Available | 0 |
| Propagation of emotions, arousal and polarity in WordNet using Heterogeneous Structured Synset Embeddings | Jul 1, 2019 | regression | —Unverified | 0 |
| Spatio-thermal depth correction of RGB-D sensors based on Gaussian Processes in real-time | Jul 1, 2019 | Gaussian Processesregression | CodeCode Available | 0 |
| Using Deep Learning to Predict Plant Growth and Yield in Greenhouse Environments | Jul 1, 2019 | regression | —Unverified | 0 |
| Convolutional Neural Networks for Financial Text Regression | Jul 1, 2019 | regressionTransfer Learning | —Unverified | 0 |
| Few-Shot Representation Learning for Out-Of-Vocabulary Words | Jul 1, 2019 | Learning Word EmbeddingsMeta-Learning | CodeCode Available | 0 |
| Time-to-Event Prediction with Neural Networks and Cox Regression | Jul 1, 2019 | regressionSurvival Analysis | —Unverified | 0 |
| Single-Document Summarization Using Sentence Embeddings and K-Means Clustering | Jul 1, 2019 | ClusteringDocument Summarization | —Unverified | 0 |
| Multi-objective multi-generation Gaussian process optimizer for design optimization | Jun 29, 2019 | regression | CodeCode Available | 0 |
| Efficient Regularized Piecewise-Linear Regression Trees | Jun 29, 2019 | GPUregression | —Unverified | 0 |
| Causal Regularization | Jun 28, 2019 | Learning Theoryregression | CodeCode Available | 0 |
| Multiple Testing and Variable Selection along the path of the Least Angle Regression | Jun 28, 2019 | Model Selectionregression | CodeCode Available | 0 |
| Learning to Identify Patients at Risk of Uncontrolled Hypertension Using Electronic Health Records Data | Jun 28, 2019 | Managementregression | —Unverified | 0 |
| Learning Policies through Quantile Regression | Jun 27, 2019 | MuJoCoquantile regression | —Unverified | 0 |
| Simultaneous Transformation and Rounding (STAR) Models for Integer-Valued Data | Jun 27, 2019 | regression | CodeCode Available | 0 |
| Comparing Semi-Parametric Model Learning Algorithms for Dynamic Model Estimation in Robotics | Jun 27, 2019 | BIG-bench Machine Learningmodel | —Unverified | 0 |
| Benign Overfitting in Linear Regression | Jun 26, 2019 | Predictionregression | —Unverified | 0 |
| Automatic Discovery of Families of Network Generative Processes | Jun 26, 2019 | regressionSymbolic Regression | —Unverified | 0 |
