| An Empirical Investigation of Catastrophic Forgetting in Gradient-Based Neural Networks | Dec 21, 2013 | BIG-bench Machine Learning | CodeCode Available | 0 |
| Volumetric Spanners: an Efficient Exploration Basis for Learning | Dec 21, 2013 | BIG-bench Machine LearningEfficient Exploration | —Unverified | 0 |
| Distinction between features extracted using deep belief networks | Dec 20, 2013 | BIG-bench Machine LearningFace Recognition | —Unverified | 0 |
| Structure-Aware Dynamic Scheduler for Parallel Machine Learning | Dec 19, 2013 | BIG-bench Machine LearningDistributed Computing | —Unverified | 0 |
| Generative NeuroEvolution for Deep Learning | Dec 18, 2013 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| SOMz: photometric redshift PDFs with self organizing maps and random atlas | Dec 18, 2013 | BIG-bench Machine Learning | —Unverified | 0 |
| A Methodology for Player Modeling based on Machine Learning | Dec 13, 2013 | BIG-bench Machine LearningBinary Classification | —Unverified | 0 |
| Parkinson's Disease Motor Symptoms in Machine Learning: A Review | Dec 13, 2013 | BIG-bench Machine Learning | —Unverified | 0 |
| Hyperopt: A Python Library for Optimizing the Hyperparameters of Machine Learning Algorithms | Dec 12, 2013 | Bayesian OptimizationBIG-bench Machine Learning | CodeCode Available | 0 |
| Automated Classification of L/R Hand Movement EEG Signals using Advanced Feature Extraction and Machine Learning | Dec 10, 2013 | BIG-bench Machine LearningBrain Computer Interface | —Unverified | 0 |
| bartMachine: Machine Learning with Bayesian Additive Regression Trees | Dec 8, 2013 | BIG-bench Machine LearningDiagnostic | —Unverified | 0 |
| Machine Learning Techniques for Intrusion Detection | Dec 8, 2013 | BIG-bench Machine LearningIntrusion Detection | —Unverified | 0 |
| An Algorithmic Theory of Dependent Regularizers, Part 1: Submodular Structure | Dec 6, 2013 | BIG-bench Machine Learning | —Unverified | 0 |
| Use of the C4.5 machine learning algorithm to test a clinical guideline-based decision support system | Dec 3, 2013 | BIG-bench Machine Learning | —Unverified | 0 |
| Robust Low Rank Kernel Embeddings of Multivariate Distributions | Dec 1, 2013 | BIG-bench Machine LearningDensity Estimation | —Unverified | 0 |
| A Stability-based Validation Procedure for Differentially Private Machine Learning | Dec 1, 2013 | BIG-bench Machine Learning | —Unverified | 0 |
| On the Linear Convergence of the Proximal Gradient Method for Trace Norm Regularization | Dec 1, 2013 | BIG-bench Machine Learning | —Unverified | 0 |
| An Approximate, Efficient LP Solver for LP Rounding | Dec 1, 2013 | BIG-bench Machine Learning | —Unverified | 0 |
| Combination of Diverse Ranking Models for Personalized Expedia Hotel Searches | Nov 29, 2013 | BIG-bench Machine LearningFeature Engineering | —Unverified | 0 |
| Spatially-Adaptive Reconstruction in Computed Tomography using Neural Networks | Nov 28, 2013 | BIG-bench Machine LearningImage Reconstruction | —Unverified | 0 |
| Image forgery detection based on the fusion of machine learning and block-matching methods | Nov 27, 2013 | BIG-bench Machine LearningGeneral Classification | —Unverified | 0 |
| A novel framework for image forgery localization | Nov 27, 2013 | BIG-bench Machine LearningPatch Matching | —Unverified | 0 |
| Post-Proceedings of the First International Workshop on Learning and Nonmonotonic Reasoning | Nov 19, 2013 | BIG-bench Machine LearningInductive Learning | —Unverified | 0 |
| On the definition of a general learning system with user-defined operators | Nov 18, 2013 | BIG-bench Machine LearningReinforcement Learning | —Unverified | 0 |
| Sampling Based Approaches to Handle Imbalances in Network Traffic Dataset for Machine Learning Techniques | Nov 12, 2013 | BIG-bench Machine Learning | —Unverified | 0 |
| Authorship Attribution Using Word Network Features | Nov 12, 2013 | Authorship AttributionBIG-bench Machine Learning | —Unverified | 0 |
| Efficient Information Theoretic Clustering on Discrete Lattices | Oct 26, 2013 | BIG-bench Machine LearningClustering | —Unverified | 0 |
| Randomized co-training: from cortical neurons to machine learning and back again | Oct 24, 2013 | BIG-bench Machine Learning | —Unverified | 0 |
| Combining Structured and Unstructured Randomness in Large Scale PCA | Oct 23, 2013 | BIG-bench Machine LearningOutlier Detection | —Unverified | 0 |
| MLI: An API for Distributed Machine Learning | Oct 21, 2013 | BIG-bench Machine Learning | —Unverified | 0 |
| The Gaussian Radon Transform and Machine Learning | Oct 17, 2013 | BIG-bench Machine Learningregression | —Unverified | 0 |
| Predicting college basketball match outcomes using machine learning techniques: some results and lessons learned | Oct 14, 2013 | BIG-bench Machine LearningGeneral Classification | —Unverified | 0 |
| Contraction Principle based Robust Iterative Algorithms for Machine Learning | Oct 5, 2013 | BIG-bench Machine Learning | —Unverified | 0 |
| A Comparison of Rule-Based and Machine Learning Methods for Medical Information Extraction | Oct 1, 2013 | BIG-bench Machine Learning | —Unverified | 0 |
| Context-Based Chinese Word Segmentation using SVM Machine-Learning Algorithm without Dictionary Support | Oct 1, 2013 | BIG-bench Machine LearningChinese Word Segmentation | —Unverified | 0 |
| Optimal Hybrid Channel Allocation:Based On Machine Learning Algorithms | Sep 28, 2013 | BIG-bench Machine Learning | —Unverified | 0 |
| Structured Convex Optimization under Submodular Constraints | Sep 26, 2013 | BIG-bench Machine Learning | —Unverified | 0 |
| GRED: Graph-Regularized 3D Shape Reconstruction from Highly Anisotropic and Noisy Images | Sep 17, 2013 | 3D Shape ReconstructionBIG-bench Machine Learning | —Unverified | 0 |
| Accelerated Proximal Stochastic Dual Coordinate Ascent for Regularized Loss Minimization | Sep 10, 2013 | BIG-bench Machine Learningregression | —Unverified | 0 |
| A Comparism of the Performance of Supervised and Unsupervised Machine Learning Techniques in evolving Awale/Mancala/Ayo Game Player | Sep 6, 2013 | BIG-bench Machine Learning | —Unverified | 0 |
| Analysing Quality of English-Hindi Machine Translation Engine Outputs Using Bayesian Classification | Sep 4, 2013 | Bayesian InferenceBIG-bench Machine Learning | —Unverified | 0 |
| SKYNET: an efficient and robust neural network training tool for machine learning in astronomy | Sep 3, 2013 | AstronomyBIG-bench Machine Learning | —Unverified | 0 |
| Tagging Scientific Publications using Wikipedia and Natural Language Processing Tools. Comparison on the ArXiv Dataset | Sep 2, 2013 | BIG-bench Machine LearningClustering | —Unverified | 0 |
| Unsupervised Induction of Arabic Root and Pattern Lexicons using Machine Learning | Sep 1, 2013 | BIG-bench Machine LearningMorphological Analysis | —Unverified | 0 |
| Machine Learning for Mention Head Detection in Multilingual Coreference Resolution | Sep 1, 2013 | BIG-bench Machine Learningcoreference-resolution | —Unverified | 0 |
| API design for machine learning software: experiences from the scikit-learn project | Sep 1, 2013 | BIG-bench Machine Learning | CodeCode Available | 0 |
| Towards Basque Oral Poetry Analysis: A Machine Learning Approach | Sep 1, 2013 | BIG-bench Machine LearningDimensionality Reduction | —Unverified | 0 |
| Non-Asymptotic Convergence Analysis of Inexact Gradient Methods for Machine Learning Without Strong Convexity | Aug 31, 2013 | BIG-bench Machine Learning | —Unverified | 0 |
| Online and stochastic Douglas-Rachford splitting method for large scale machine learning | Aug 22, 2013 | BIG-bench Machine Learning | —Unverified | 0 |
| Pylearn2: a machine learning research library | Aug 20, 2013 | BIG-bench Machine LearningPhilosophy | CodeCode Available | 0 |