| Covariance-Controlled Adaptive Langevin Thermostat for Large-Scale Bayesian Sampling | Oct 29, 2015 | BIG-bench Machine Learning | —Unverified | 0 |
| Statistical Parsing by Machine Learning from a Classical Arabic Treebank | Oct 25, 2015 | BIG-bench Machine LearningConstituency Parsing | —Unverified | 0 |
| A Framework for Distributed Deep Learning Layer Design in Python | Oct 25, 2015 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| On the Computability of AIXI | Oct 19, 2015 | BIG-bench Machine Learningreinforcement-learning | —Unverified | 0 |
| Application of Machine Learning Techniques in Human Activity Recognition | Oct 19, 2015 | Action DetectionActivity Detection | —Unverified | 0 |
| Social Media Analysis for Product Safety using Text Mining and Sentiment Analysis | Oct 18, 2015 | BIG-bench Machine LearningSentiment Analysis | —Unverified | 0 |
| Improving Back-Propagation by Adding an Adversarial Gradient | Oct 14, 2015 | BIG-bench Machine LearningGeneral Classification | CodeCode Available | 0 |
| Hybrid Dialog State Tracker | Oct 13, 2015 | BIG-bench Machine Learningdialog state tracking | —Unverified | 0 |
| On the Robustness of Regularized Pairwise Learning Methods Based on Kernels | Oct 12, 2015 | BIG-bench Machine LearningLearning Theory | —Unverified | 0 |
| Toward a Better Understanding of Leaderboard | Oct 12, 2015 | BIG-bench Machine Learning | —Unverified | 0 |
| The Inductive Constraint Programming Loop | Oct 12, 2015 | BIG-bench Machine LearningScheduling | —Unverified | 0 |
| Survey on Feature Selection | Oct 10, 2015 | BIG-bench Machine Learningfeature selection | —Unverified | 0 |
| Technical Report of Participation in Higgs Boson Machine Learning Challenge | Oct 9, 2015 | BIG-bench Machine Learning | —Unverified | 0 |
| New Optimisation Methods for Machine Learning | Oct 9, 2015 | BIG-bench Machine LearningPhilosophy | —Unverified | 0 |
| Distilling Model Knowledge | Oct 8, 2015 | Bayesian InferenceBIG-bench Machine Learning | CodeCode Available | 0 |
| Stochastic subGradient Methods with Linear Convergence for Polyhedral Convex Optimization | Oct 6, 2015 | BIG-bench Machine Learning | —Unverified | 0 |
| Cross-Device Tracking: Matching Devices and Cookies | Oct 5, 2015 | BIG-bench Machine Learning | CodeCode Available | 0 |
| Within-Brain Classification for Brain Tumor Segmentation | Oct 5, 2015 | BIG-bench Machine LearningBrain Tumor Segmentation | —Unverified | 0 |
| Distributed Parameter Map-Reduce | Oct 3, 2015 | BIG-bench Machine Learningregression | —Unverified | 0 |
| Machine Learning for Machine Data from a CATI Network | Oct 3, 2015 | BIG-bench Machine LearningPrediction | —Unverified | 0 |
| A Primer on Neural Network Models for Natural Language Processing | Oct 2, 2015 | BIG-bench Machine Learning | CodeCode Available | 0 |
| Supporting Regularized Logistic Regression Privately and Efficiently | Oct 1, 2015 | BIG-bench Machine LearningEpidemiology | —Unverified | 0 |
| A Machine Learning Method to Distinguish Machine Translation from Human Translation | Oct 1, 2015 | BIG-bench Machine LearningLanguage Modelling | —Unverified | 0 |
| Variational Information Maximisation for Intrinsically Motivated Reinforcement Learning | Sep 29, 2015 | BIG-bench Machine Learningreinforcement-learning | CodeCode Available | 0 |
| Computational Intelligence Challenges and Applications on Large-Scale Astronomical Time Series Databases | Sep 25, 2015 | AstronomyBIG-bench Machine Learning | —Unverified | 0 |
| Linear-time Learning on Distributions with Approximate Kernel Embeddings | Sep 24, 2015 | BIG-bench Machine Learning | —Unverified | 0 |
| Adaptive Sequential Optimization with Applications to Machine Learning | Sep 24, 2015 | BIG-bench Machine LearningGeneral Classification | —Unverified | 0 |
| On The Direct Maximization of Quadratic Weighted Kappa | Sep 23, 2015 | BIG-bench Machine LearningDiabetic Retinopathy Detection | —Unverified | 0 |
| A Novel Pre-processing Scheme to Improve the Prediction of Sand Fraction from Seismic Attributes using Neural Networks | Sep 23, 2015 | BIG-bench Machine LearningSand | —Unverified | 0 |
| Harmonic Extension | Sep 22, 2015 | BIG-bench Machine Learning | —Unverified | 0 |
| Algorithmic statistics, prediction and machine learning | Sep 17, 2015 | BIG-bench Machine LearningLearning Theory | —Unverified | 0 |
| Performance Bounds for Pairwise Entity Resolution | Sep 10, 2015 | BIG-bench Machine LearningEntity Resolution | —Unverified | 0 |
| Predicting SLA Violations in Real Time using Online Machine Learning | Sep 4, 2015 | BIG-bench Machine Learning | —Unverified | 0 |
| Machine Learning Model of the Swift/BAT Trigger Algorithm for Long GRB Population Studies | Sep 3, 2015 | BIG-bench Machine Learningparameter estimation | CodeCode Available | 0 |
| On-the-Fly Learning in a Perpetual Learning Machine | Sep 3, 2015 | BIG-bench Machine Learning | —Unverified | 0 |
| Machine Learning Methods to Analyze Arabidopsis Thaliana Plant Root Growth | Sep 3, 2015 | BIG-bench Machine LearningGeneral Classification | —Unverified | 0 |
| Adverse Drug Event classification of health records using dictionary based pre-processing and machine learning | Sep 1, 2015 | BIG-bench Machine LearningGeneral Classification | —Unverified | 0 |
| Partitioning Large Scale Deep Belief Networks Using Dropout | Aug 28, 2015 | BIG-bench Machine LearningGPU | —Unverified | 0 |
| Encrypted statistical machine learning: new privacy preserving methods | Aug 27, 2015 | BIG-bench Machine LearningGeneral Classification | —Unverified | 0 |
| A review of homomorphic encryption and software tools for encrypted statistical machine learning | Aug 26, 2015 | BIG-bench Machine Learning | —Unverified | 0 |
| ERBlox: Combining Matching Dependencies with Machine Learning for Entity Resolution | Aug 25, 2015 | AttributeBIG-bench Machine Learning | —Unverified | 0 |
| Representation of Quasi-Monotone Functionals by Families of Separating Hyperplanes | Aug 21, 2015 | BIG-bench Machine Learning | —Unverified | 0 |
| Using a Machine Learning Approach to Implement and Evaluate Product Line Features | Aug 17, 2015 | BIG-bench Machine Learning | —Unverified | 0 |
| Two-stage Cascaded Classifier for Purchase Prediction | Aug 16, 2015 | BIG-bench Machine LearningPrediction | —Unverified | 0 |
| Improving Decision Analytics with Deep Learning: The Case of Financial Disclosures | Aug 9, 2015 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| Sensitivity study using machine learning algorithms on simulated r-mode gravitational wave signals from newborn neutron stars | Aug 9, 2015 | BIG-bench Machine LearningSensitivity | —Unverified | 0 |
| Parameter Database : Data-centric Synchronization for Scalable Machine Learning | Aug 4, 2015 | BIG-bench Machine Learning | —Unverified | 0 |
| Sum-of-Squares Lower Bounds for Sparse PCA | Jul 23, 2015 | BIG-bench Machine Learning | —Unverified | 0 |
| Persistence Images: A Stable Vector Representation of Persistent Homology | Jul 22, 2015 | BIG-bench Machine LearningGraph Classification | CodeCode Available | 0 |
| 2 Notes on Classes with Vapnik-Chervonenkis Dimension 1 | Jul 19, 2015 | BIG-bench Machine LearningLearning Theory | —Unverified | 0 |