| To Find Where You Talk: Temporal Sentence Localization in Video with Attention Based Location Regression | Apr 19, 2018 | regressionSentence | —Unverified | 0 |
| Large-scale Nonlinear Variable Selection via Kernel Random Features | Apr 19, 2018 | Additive modelsregression | —Unverified | 0 |
| Solving the Exponential Growth of Symbolic Regression Trees in Geometric Semantic Genetic Programming | Apr 18, 2018 | regressionSymbolic Regression | CodeCode Available | 0 |
| Learning how to be robust: Deep polynomial regression | Apr 17, 2018 | Decoderregression | —Unverified | 0 |
| MetaBags: Bagged Meta-Decision Trees for Regression | Apr 17, 2018 | Inductive BiasMeta-Learning | —Unverified | 0 |
| SeerNet at SemEval-2018 Task 1: Domain Adaptation for Affect in Tweets | Apr 17, 2018 | Domain AdaptationGeneral Classification | —Unverified | 0 |
| RFCDE: Random Forests for Conditional Density Estimation | Apr 16, 2018 | Density EstimationGeneral Classification | CodeCode Available | 0 |
| Deep Embedding Kernel | Apr 16, 2018 | Deep LearningDimensionality Reduction | —Unverified | 0 |
| SPSA-FSR: Simultaneous Perturbation Stochastic Approximation for Feature Selection and Ranking | Apr 16, 2018 | feature selectionGeneral Classification | CodeCode Available | 0 |
| Adaptivity for Regularized Kernel Methods by Lepskii's Principle | Apr 15, 2018 | regression | —Unverified | 0 |
| Fusion of hyperspectral and ground penetrating radar to estimate soil moisture | Apr 14, 2018 | GPRregression | CodeCode Available | 0 |
| A Compact Network Learning Model for Distribution Regression | Apr 13, 2018 | modelregression | —Unverified | 0 |
| CNN-based Landmark Detection in Cardiac CTA Scans | Apr 13, 2018 | Anatomical Landmark DetectionClassification | —Unverified | 0 |
| Language Recognition using Time Delay Deep Neural Network | Apr 13, 2018 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| An Note on Why Geographically Weighted Regression Overcomes Multidimensional-Kernel-Based Varying-Coefficient Model | Apr 12, 2018 | regression | —Unverified | 0 |
| Explicit Heston Solutions and Stochastic Approximation for Path-dependent Option Pricing | Apr 12, 2018 | regression | —Unverified | 0 |
| Fast Gaussian Process Based Gradient Matching for Parameter Identification in Systems of Nonlinear ODEs | Apr 12, 2018 | regressionTime Series | CodeCode Available | 0 |
| Dynamic Multivariate Functional Data Modeling via Sparse Subspace Learning | Apr 11, 2018 | regression | —Unverified | 0 |
| Moving Beyond Sub-Gaussianity in High-Dimensional Statistics: Applications in Covariance Estimation and Linear Regression | Apr 8, 2018 | regression | —Unverified | 0 |
| Facial Aging and Rejuvenation by Conditional Multi-Adversarial Autoencoder with Ordinal Regression | Apr 8, 2018 | Age EstimationGenerative Adversarial Network | —Unverified | 0 |
| Simultaneous Mean-Variance Regression | Apr 5, 2018 | regressionvalid | CodeCode Available | 0 |
| Evaluating Hospital Case Cost Prediction Models Using Azure Machine Learning Studio | Apr 4, 2018 | BIG-bench Machine LearningGaussian Processes | —Unverified | 0 |
| Gaussian Process Uncertainty in Age Estimation as a Measure of Brain Abnormality | Apr 4, 2018 | Age Estimationregression | —Unverified | 0 |
| Adaptive distributed methods under communication constraints | Apr 3, 2018 | regression | —Unverified | 0 |
| Stochastic EM for Shuffled Linear Regression | Apr 2, 2018 | regression | —Unverified | 0 |
