| Block Basis Factorization for Scalable Kernel Matrix Evaluation | May 3, 2015 | BIG-bench Machine Learning | —Unverified | 0 |
| Word Alignment Based Parallel Corpora Evaluation and Cleaning Using Machine Learning Techniques | May 1, 2015 | BIG-bench Machine LearningMachine Translation | —Unverified | 0 |
| ASTROMLSKIT: A New Statistical Machine Learning Toolkit: A Platform for Data Analytics in Astronomy | Apr 29, 2015 | AstronomyBIG-bench Machine Learning | —Unverified | 0 |
| Concept Extraction to Identify Adverse Drug Reactions in Medical Forums: A Comparison of Algorithms | Apr 27, 2015 | BIG-bench Machine LearningPharmacovigilance | —Unverified | 0 |
| Performance Evaluation of Machine Learning Algorithms in Post-operative Life Expectancy in the Lung Cancer Patients | Apr 17, 2015 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| Actively Learning to Attract Followers on Twitter | Apr 16, 2015 | BIG-bench Machine Learning | —Unverified | 0 |
| Bridging belief function theory to modern machine learning | Apr 15, 2015 | BIG-bench Machine LearningClustering | —Unverified | 0 |
| Ultra-large alignments using Phylogeny-aware Profiles | Apr 5, 2015 | BIG-bench Machine LearningMultiple Sequence Alignment | CodeCode Available | 0 |
| Iterative Regularization for Learning with Convex Loss Functions | Mar 31, 2015 | BIG-bench Machine Learning | —Unverified | 0 |
| Generalized Categorization Axioms | Mar 31, 2015 | BIG-bench Machine LearningClustering | —Unverified | 0 |
| Interpretable Classification Models for Recidivism Prediction | Mar 26, 2015 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| Analysis of Spectrum Occupancy Using Machine Learning Algorithms | Mar 24, 2015 | BIG-bench Machine LearningGeneral Classification | —Unverified | 0 |
| A Machine Learning Approach to Predicting the Smoothed Complexity of Sorting Algorithms | Mar 23, 2015 | BIG-bench Machine Learning | —Unverified | 0 |
| Identifying Web Tables - Supporting a Neglected Type of Content on the Web | Mar 23, 2015 | BIG-bench Machine Learning | —Unverified | 0 |
| Machine Learning Methods for Attack Detection in the Smart Grid | Mar 22, 2015 | BIG-bench Machine Learning | —Unverified | 0 |
| Costing Generated Runtime Execution Plans for Large-Scale Machine Learning Programs | Mar 22, 2015 | BIG-bench Machine Learning | —Unverified | 0 |
| What the F-measure doesn't measure: Features, Flaws, Fallacies and Fixes | Mar 22, 2015 | BIG-bench Machine LearningInformation Retrieval | —Unverified | 0 |
| The RatioLog Project: Rational Extensions of Logical Reasoning | Mar 20, 2015 | BIG-bench Machine LearningCommon Sense Reasoning | —Unverified | 0 |
| Learning to Search for Dependencies | Mar 18, 2015 | BIG-bench Machine Learning | —Unverified | 0 |
| Efficient Machine Learning for Big Data: A Review | Mar 18, 2015 | BIG-bench Machine LearningGeneral Classification | —Unverified | 0 |
| L_1-regularized Boltzmann machine learning using majorizer minimization | Mar 11, 2015 | BIG-bench Machine Learningcompressed sensing | —Unverified | 0 |
| apsis - Framework for Automated Optimization of Machine Learning Hyper Parameters | Mar 10, 2015 | BIG-bench Machine LearningHyperparameter Optimization | CodeCode Available | 0 |
| On the Intrinsic Limits to Representationally-Adaptive Machine-Learning | Mar 9, 2015 | BIG-bench Machine LearningTransfer Learning | —Unverified | 0 |
| Faster quantum mixing for slowly evolving sequences of Markov chains | Mar 4, 2015 | BIG-bench Machine LearningCombinatorial Optimization | —Unverified | 0 |
| MILJS : Brand New JavaScript Libraries for Matrix Calculation and Machine Learning | Feb 21, 2015 | BIG-bench Machine Learning | —Unverified | 0 |
| Automatic differentiation in machine learning: a survey | Feb 20, 2015 | BIG-bench Machine LearningSurvey | CodeCode Available | 0 |
| On predictability of rare events leveraging social media: a machine learning perspective | Feb 20, 2015 | BIG-bench Machine LearningSentiment Analysis | —Unverified | 0 |
| The Ladder: A Reliable Leaderboard for Machine Learning Competitions | Feb 16, 2015 | BIG-bench Machine Learning | —Unverified | 0 |
| A Predictive System for detection of Bankruptcy using Machine Learning techniques | Feb 12, 2015 | BIG-bench Machine LearningPrediction | —Unverified | 0 |
| Proximal Algorithms in Statistics and Machine Learning | Feb 11, 2015 | BIG-bench Machine Learningregression | —Unverified | 0 |
| How to show a probabilistic model is better | Feb 11, 2015 | BIG-bench Machine Learningmodel | —Unverified | 0 |
| Random Coordinate Descent Methods for Minimizing Decomposable Submodular Functions | Feb 9, 2015 | BIG-bench Machine Learning | —Unverified | 0 |
| The Power of Randomization: Distributed Submodular Maximization on Massive Datasets | Feb 9, 2015 | BIG-bench Machine LearningClustering | —Unverified | 0 |
| Learning Reductions that Really Work | Feb 9, 2015 | BIG-bench Machine Learning | —Unverified | 0 |
| Real World Applications of Machine Learning Techniques over Large Mobile Subscriber Datasets | Feb 8, 2015 | BIG-bench Machine LearningManagement | —Unverified | 0 |
| Hyperparameter Search in Machine Learning | Feb 7, 2015 | BIG-bench Machine Learning | —Unverified | 0 |
| A PARTAN-Accelerated Frank-Wolfe Algorithm for Large-Scale SVM Classification | Feb 5, 2015 | BIG-bench Machine LearningGeneral Classification | —Unverified | 0 |
| Learning Local Invariant Mahalanobis Distances | Feb 4, 2015 | BIG-bench Machine LearningTranslation | —Unverified | 0 |
| Injury risk prediction for traffic accidents in Porto Alegre/RS, Brazil | Feb 1, 2015 | BIG-bench Machine Learning | —Unverified | 0 |
| Hyper-parameter optimization of Deep Convolutional Networks for object recognition | Jan 30, 2015 | BIG-bench Machine LearningObject | —Unverified | 0 |
| Representing Objects, Relations, and Sequences | Jan 29, 2015 | BIG-bench Machine LearningSentence | —Unverified | 0 |
| Novel Approaches for Predicting Risk Factors of Atherosclerosis | Jan 28, 2015 | BIG-bench Machine LearningImputation | —Unverified | 0 |
| A Probabilistic Least-Mean-Squares Filter | Jan 27, 2015 | BIG-bench Machine Learning | —Unverified | 0 |
| Information Theory and its Relation to Machine Learning | Jan 18, 2015 | BIG-bench Machine LearningPosition | —Unverified | 0 |
| Feature Selection based on Machine Learning in MRIs for Hippocampal Segmentation | Jan 16, 2015 | BIG-bench Machine Learningfeature selection | —Unverified | 0 |
| Stochastic Local Interaction (SLI) Model: Interfacing Machine Learning and Geostatistics | Jan 16, 2015 | BIG-bench Machine LearningComputational Efficiency | —Unverified | 0 |
| Differentially Private Bayesian Optimization | Jan 16, 2015 | Bayesian OptimizationBIG-bench Machine Learning | —Unverified | 0 |
| Understanding Kernel Ridge Regression: Common behaviors from simple functions to density functionals | Jan 16, 2015 | BIG-bench Machine Learningregression | —Unverified | 0 |
| Random Bits Regression: a Strong General Predictor for Big Data | Jan 13, 2015 | BIG-bench Machine Learningregression | —Unverified | 0 |
| Photonic Delay Systems as Machine Learning Implementations | Jan 12, 2015 | BIG-bench Machine Learning | —Unverified | 0 |