| Machine learning of hierarchical clustering to segment 2D and 3D images | Mar 25, 2013 | Active LearningBIG-bench Machine Learning | CodeCode Available | 0 |
| Gaussian Processes for Nonlinear Signal Processing | Mar 12, 2013 | BIG-bench Machine LearningGaussian Processes | —Unverified | 0 |
| Revisiting the Nystrom Method for Improved Large-Scale Machine Learning | Mar 7, 2013 | BIG-bench Machine Learning | —Unverified | 0 |
| ML4PG in Computer Algebra verification | Feb 26, 2013 | BIG-bench Machine Learning | —Unverified | 0 |
| Recycling Proof Patterns in Coq: Case Studies | Jan 25, 2013 | BIG-bench Machine Learning | —Unverified | 0 |
| SpeedRead: A Fast Named Entity Recognition Pipeline | Jan 14, 2013 | BIG-bench Machine Learningnamed-entity-recognition | —Unverified | 0 |
| Feature vector regularization in machine learning | Dec 19, 2012 | BIG-bench Machine LearningCancer Classification | —Unverified | 0 |
| A metric for software vulnerabilities classification | Dec 15, 2012 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| Machine Learning in Proof General: Interfacing Interfaces | Dec 14, 2012 | BIG-bench Machine LearningClustering | —Unverified | 0 |
| On the Convergence Properties of Optimal AdaBoost | Dec 5, 2012 | BIG-bench Machine Learning | —Unverified | 0 |
| A Machine Learning Approach to Convert CCGbank to Penn Treebank | Dec 1, 2012 | BIG-bench Machine Learning | —Unverified | 0 |
| Deep Spatio-Temporal Architectures and Learning for Protein Structure Prediction | Dec 1, 2012 | BIG-bench Machine LearningPrediction | —Unverified | 0 |
| Iterative Chinese Bi-gram Term Extraction Using Machine-learning Classification Approach | Dec 1, 2012 | BIG-bench Machine LearningGeneral Classification | —Unverified | 0 |
| A Stochastic Gradient Method with an Exponential Convergence _Rate for Finite Training Sets | Dec 1, 2012 | BIG-bench Machine Learning | —Unverified | 0 |
| A Machine Learning Approach for Phenotype Name Recognition | Dec 1, 2012 | BIG-bench Machine LearningNamed Entity Recognition (NER) | —Unverified | 0 |
| Semi-supervised Eigenvectors for Locally-biased Learning | Dec 1, 2012 | BIG-bench Machine Learning | —Unverified | 0 |
| Forging The Graphs: A Low Rank and Positive Semidefinite Graph Learning Approach | Dec 1, 2012 | BIG-bench Machine LearningClustering | —Unverified | 0 |
| Learning Invariant Representations of Molecules for Atomization Energy Prediction | Dec 1, 2012 | BIG-bench Machine Learning | —Unverified | 0 |
| Duality between subgradient and conditional gradient methods | Nov 27, 2012 | BIG-bench Machine Learning | —Unverified | 0 |
| Theano: new features and speed improvements | Nov 23, 2012 | BIG-bench Machine Learning | —Unverified | 0 |
| Active Learning for Crowd-Sourced Databases | Sep 17, 2012 | Active LearningBIG-bench Machine Learning | —Unverified | 0 |
| Auto-WEKA: Combined Selection and Hyperparameter Optimization of Classification Algorithms | Aug 18, 2012 | Bayesian OptimizationBIG-bench Machine Learning | CodeCode Available | 0 |
| Determinantal point processes for machine learning | Jul 25, 2012 | BIG-bench Machine LearningPoint Processes | CodeCode Available | 0 |
| MARFCAT: Transitioning to Binary and Larger Data Sets of SATE IV | Jul 16, 2012 | BIG-bench Machine Learning | —Unverified | 0 |
| The Role of Linguistic Models and Language Annotation in Feature Selection for Machine Learning | Jul 1, 2012 | BIG-bench Machine Learningfeature selection | —Unverified | 0 |
| Machine Learning of Syntactic Attachment from Morphosyntactic and Semantic Co-occurrence Statistics | Jul 1, 2012 | BIG-bench Machine Learning | —Unverified | 0 |
| UWashington: Negation Resolution using Machine Learning Methods | Jul 1, 2012 | BIG-bench Machine LearningNegation | CodeCode Available | 0 |
| Machine Learning that Matters | Jun 18, 2012 | BIG-bench Machine Learning | —Unverified | 0 |
| Practical Bayesian Optimization of Machine Learning Algorithms | Jun 13, 2012 | Bayesian OptimizationBIG-bench Machine Learning | CodeCode Available | 0 |
| Machine Learning for Hybrid Machine Translation | Jun 1, 2012 | BIG-bench Machine LearningMachine Translation | —Unverified | 0 |
| Do NLP and machine learning improve traditional readability formulas? | Jun 1, 2012 | BIG-bench Machine Learning | —Unverified | 0 |
| Similarity Ranking as Attribute for Machine Learning Approach to Authorship Identification | May 1, 2012 | AttributeBIG-bench Machine Learning | —Unverified | 0 |
| Joint Segmentation and POS Tagging for Arabic Using a CRF-based Classifier | May 1, 2012 | ArticlesBIG-bench Machine Learning | —Unverified | 0 |
| Annotated Bibliographical Reference Corpora in Digital Humanities | May 1, 2012 | ArticlesBIG-bench Machine Learning | —Unverified | 0 |
| Annotating Opinions in German Political News | May 1, 2012 | BIG-bench Machine LearningOpinion Mining | —Unverified | 0 |
| ``Vreselijk mooi!'' (terribly beautiful): A Subjectivity Lexicon for Dutch Adjectives. | May 1, 2012 | BIG-bench Machine LearningLemmatization | —Unverified | 0 |
| Automating Second Language Acquisition Research: Integrating Information Visualisation and Machine Learning | Apr 1, 2012 | BIG-bench Machine LearningLanguage Acquisition | —Unverified | 0 |
| Can Machine Learning Algorithms Improve Phrase Selection in Hybrid Machine Translation? | Apr 1, 2012 | BIG-bench Machine LearningMachine Translation | —Unverified | 0 |
| mlpy: Machine Learning Python | Feb 29, 2012 | BIG-bench Machine Learning | CodeCode Available | 0 |
| rFerns: An Implementation of the Random Ferns Method for General-Purpose Machine Learning | Feb 6, 2012 | AttributeBIG-bench Machine Learning | —Unverified | 0 |
| Kernels on Sample Sets via Nonparametric Divergence Estimates | Feb 1, 2012 | Anomaly DetectionBIG-bench Machine Learning | —Unverified | 0 |
| An Efficient Primal-Dual Prox Method for Non-Smooth Optimization | Jan 24, 2012 | BIG-bench Machine Learning | —Unverified | 0 |
| Scikit-learn: Machine Learning in Python | Jan 2, 2012 | BIG-bench Machine LearningClustering | CodeCode Available | 0 |
| Machine Learning with Operational Costs | Dec 3, 2011 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| A Machine Learning Approach to Predict Chemical Reactions | Dec 1, 2011 | BIG-bench Machine Learning | —Unverified | 0 |
| Prismatic Algorithm for Discrete D.C. Programming Problem | Dec 1, 2011 | BIG-bench Machine Learningfeature selection | —Unverified | 0 |
| On fast approximate submodular minimization | Dec 1, 2011 | BIG-bench Machine Learning | —Unverified | 0 |
| Testing a Bayesian Measure of Representativeness Using a Large Image Database | Dec 1, 2011 | BIG-bench Machine Learning | —Unverified | 0 |
| Non-Asymptotic Analysis of Stochastic Approximation Algorithms for Machine Learning | Dec 1, 2011 | BIG-bench Machine Learningregression | —Unverified | 0 |
| Efficient Online Learning via Randomized Rounding | Dec 1, 2011 | BIG-bench Machine LearningCollaborative Filtering | —Unverified | 0 |