| Power Plant Performance Modeling with Concept Drift | Oct 19, 2017 | BIG-bench Machine Learningregression | —Unverified | 0 |
| Revenue-based Attribution Modeling for Online Advertising | Oct 18, 2017 | regression | —Unverified | 0 |
| Operational thermal load forecasting in district heating networks using machine learning and expert advice | Oct 17, 2017 | BIG-bench Machine LearningLoad Forecasting | —Unverified | 0 |
| Calibrated Boosting-Forest | Oct 16, 2017 | Deep LearningGeneral Classification | CodeCode Available | 0 |
| Linear Regression with Sparsely Permuted Data | Oct 16, 2017 | regression | —Unverified | 0 |
| Facial Keypoints Detection | Oct 15, 2017 | Face Recognitionregression | —Unverified | 0 |
| Accelerated Block Coordinate Proximal Gradients with Applications in High Dimensional Statistics | Oct 15, 2017 | BIG-bench Machine Learningregression | —Unverified | 0 |
| Subsampling for Ridge Regression via Regularized Volume Sampling | Oct 14, 2017 | regression | —Unverified | 0 |
| Deep Regression Bayesian Network and Its Applications | Oct 13, 2017 | regression | —Unverified | 0 |
| Two-stage Algorithm for Fairness-aware Machine Learning | Oct 13, 2017 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Learning Koopman Invariant Subspaces for Dynamic Mode Decomposition | Oct 12, 2017 | regression | —Unverified | 0 |
| Efficient Data-Driven Geologic Feature Detection from Pre-stack Seismic Measurements using Randomized Machine-Learning Algorithm | Oct 11, 2017 | BIG-bench Machine LearningComputational Efficiency | —Unverified | 0 |
| Regression-aware decompositions | Oct 11, 2017 | Dimensionality Reductionregression | —Unverified | 0 |
| Decentralized Online Learning with Kernels | Oct 11, 2017 | General ClassificationMulti-class Classification | —Unverified | 0 |
| Maximum Margin Interval Trees | Oct 11, 2017 | regression | CodeCode Available | 0 |
| LinXGBoost: Extension of XGBoost to Generalized Local Linear Models | Oct 10, 2017 | regression | —Unverified | 0 |
| Maximum Regularized Likelihood Estimators: A General Prediction Theory and Applications | Oct 9, 2017 | Predictionregression | —Unverified | 0 |
| Massive Open Online Courses Temporal Profiling for Dropout Prediction | Oct 9, 2017 | Predictionregression | —Unverified | 0 |
| Clickbait detection using word embeddings | Oct 8, 2017 | Clickbait DetectionFeature Engineering | —Unverified | 0 |
| Human Pose Regression by Combining Indirect Part Detection and Contextual Information | Oct 6, 2017 | Pose Estimationregression | CodeCode Available | 0 |
| Dictionary-Free MRI PERK: Parameter Estimation via Regression with Kernels | Oct 6, 2017 | parameter estimationregression | —Unverified | 0 |
| Plane-extraction from depth-data using a Gaussian mixture regression model | Oct 5, 2017 | ClusteringNavigate | —Unverified | 0 |
| Smooth Pinball Neural Network for Probabilistic Forecasting of Wind Power | Oct 4, 2017 | Decision MakingForm | CodeCode Available | 0 |
| Secrets in Computing Optical Flow by Convolutional Networks | Oct 4, 2017 | General ClassificationOptical Flow Estimation | —Unverified | 0 |
| Deep Learning applied to Road Traffic Speed forecasting | Oct 2, 2017 | Deep Learningregression | —Unverified | 0 |
| Identifying Nominals with No Head Match Co-references Using Deep Learning | Oct 2, 2017 | coreference-resolutionCoreference Resolution | —Unverified | 0 |
| Rényi Differential Privacy Mechanisms for Posterior Sampling | Oct 2, 2017 | regression | —Unverified | 0 |
| Online and Distributed Robust Regressions under Adversarial Data Corruption | Oct 2, 2017 | regression | —Unverified | 0 |
| Anchored Regression Networks Applied to Age Estimation and Super Resolution | Oct 1, 2017 | Age EstimationImage Super-Resolution | —Unverified | 0 |
| Scale-Adaptive Convolutions for Scene Parsing | Oct 1, 2017 | GPUregression | —Unverified | 0 |
| TORNADO: A Spatio-Temporal Convolutional Regression Network for Video Action Proposal | Oct 1, 2017 | Action Detectionregression | —Unverified | 0 |
| From Point Clouds to Mesh Using Regression | Oct 1, 2017 | 3D Reconstructionglobal-optimization | —Unverified | 0 |
| Makeup-Go: Blind Reversion of Portrait Edit | Oct 1, 2017 | regression | —Unverified | 0 |
| A Multimodal Deep Regression Bayesian Network for Affective Video Content Analyses | Oct 1, 2017 | regression | —Unverified | 0 |
| Unsupervised Domain Adaptation with Copula Models | Sep 29, 2017 | Domain Adaptationregression | —Unverified | 0 |
| Toward Scalable Machine Learning and Data Mining: the Bioinformatics Case | Sep 29, 2017 | BIG-bench Machine LearningClustering | —Unverified | 0 |
| Sparse High-Dimensional Regression: Exact Scalable Algorithms and Phase Transitions | Sep 28, 2017 | regressionVocal Bursts Intensity Prediction | —Unverified | 0 |
| Sparse Hierarchical Regression with Polynomials | Sep 28, 2017 | regression | —Unverified | 0 |
| Multi-way Interacting Regression via Factorization Machines | Sep 27, 2017 | Demand Forecastingregression | CodeCode Available | 0 |
| BIBI: Bayesian Inference of Breed Composition | Sep 26, 2017 | Bayesian Inferenceregression | —Unverified | 0 |
| PASS-GLM: polynomial approximate sufficient statistics for scalable Bayesian GLM inference | Sep 26, 2017 | regression | CodeCode Available | 0 |
| Telling Cause from Effect using MDL-based Local and Global Regression | Sep 26, 2017 | regression | —Unverified | 0 |
| Analytic solution and stationary phase approximation for the Bayesian lasso and elastic net | Sep 25, 2017 | Bayesian Inferenceregression | CodeCode Available | 0 |
| Robust Facial Landmark Detection under Significant Head Poses and Occlusion | Sep 23, 2017 | Facial Landmark DetectionOcclusion Estimation | —Unverified | 0 |
| A Generic Regression Framework for Pose Recognition on Color and Depth Images | Sep 23, 2017 | General ClassificationObject Recognition | —Unverified | 0 |
| Constrained Joint Cascade Regression Framework for Simultaneous Facial Action Unit Recognition and Facial Landmark Detection | Sep 23, 2017 | Facial Action Unit DetectionFacial Landmark Detection | —Unverified | 0 |
| On Principal Components Regression, Random Projections, and Column Subsampling | Sep 23, 2017 | Dimensionality Reductionregression | —Unverified | 0 |
| Ensemble Multi-task Gaussian Process Regression with Multiple Latent Processes | Sep 22, 2017 | Gaussian Processesregression | —Unverified | 0 |
| A Zero-Positive Learning Approach for Diagnosing Software Performance Regressions | Sep 21, 2017 | regression | CodeCode Available | 0 |
| Near Optimal Sketching of Low-Rank Tensor Regression | Sep 20, 2017 | Dimensionality Reductionregression | —Unverified | 0 |