| Learning with Submodular Functions: A Convex Optimization Perspective | Nov 28, 2011 | BIG-bench Machine LearningClustering | —Unverified | 0 |
| Efficient Minimization of Higher Order Submodular Functions using Monotonic Boolean Functions | Sep 11, 2011 | BIG-bench Machine Learning | —Unverified | 0 |
| Kernel Methods for the Approximation of Nonlinear Systems | Aug 14, 2011 | BIG-bench Machine LearningDimensionality Reduction | —Unverified | 0 |
| A survey on independence-based Markov networks learning | Aug 10, 2011 | BIG-bench Machine LearningSurvey | —Unverified | 0 |
| b-Bit Minwise Hashing for Large-Scale Linear SVM | May 23, 2011 | BIG-bench Machine Learning | CodeCode Available | 0 |
| Machine-learned solutions for three stages of clinical information extraction: the state of the art at i2b2 2010 | May 12, 2011 | BIG-bench Machine LearningClinical Concept Extraction | —Unverified | 0 |
| On Combining Machine Learning with Decision Making | Apr 27, 2011 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| From Machine Learning to Machine Reasoning | Feb 9, 2011 | BIG-bench Machine LearningLanguage Modeling | —Unverified | 0 |
| Humans Learn Using Manifolds, Reluctantly | Dec 1, 2010 | BIG-bench Machine LearningGeneral Classification | —Unverified | 0 |
| Random Conic Pursuit for Semidefinite Programming | Dec 1, 2010 | BIG-bench Machine Learning | —Unverified | 0 |
| GraphLab: A New Framework for Parallel Machine Learning | Jun 25, 2010 | BIG-bench Machine Learningcompressed sensing | CodeCode Available | 0 |
| Machine learning approach to inverse problem and unfolding procedure | Apr 12, 2010 | BIG-bench Machine Learning | —Unverified | 0 |
| A Survey of Naïve Bayes Machine Learning approach in Text Document Classification | Mar 9, 2010 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| How to Explain Individual Classification Decisions | Dec 6, 2009 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| Linear-time Algorithms for Pairwise Statistical Problems | Dec 1, 2009 | BIG-bench Machine LearningDensity Estimation | —Unverified | 0 |
| Information-theoretic lower bounds on the oracle complexity of convex optimization | Dec 1, 2009 | BIG-bench Machine Learning | —Unverified | 0 |
| Maximin affinity learning of image segmentation | Dec 1, 2009 | BIG-bench Machine Learninggraph partitioning | —Unverified | 0 |
| Introduction to Machine Learning: Class Notes 67577 | Apr 23, 2009 | BIG-bench Machine LearningClustering | CodeCode Available | 0 |
| Dlib-ml: A Machine Learning Toolkit | Jan 1, 2009 | Anomaly DetectionBIG-bench Machine Learning | CodeCode Available | 0 |
| Automatic online tuning for fast Gaussian summation | Dec 1, 2008 | BIG-bench Machine Learning | —Unverified | 0 |
| Human Active Learning | Dec 1, 2008 | Active LearningBIG-bench Machine Learning | —Unverified | 0 |
| An Empirical Analysis of Domain Adaptation Algorithms for Genomic Sequence Analysis | Dec 1, 2008 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| Analyzing human feature learning as nonparametric Bayesian inference | Dec 1, 2008 | Bayesian InferenceBIG-bench Machine Learning | —Unverified | 0 |
| An interior-point stochastic approximation method and an L1-regularized delta rule | Dec 1, 2008 | BIG-bench Machine Learningfeature selection | —Unverified | 0 |
| QUIC-SVD: Fast SVD Using Cosine Trees | Dec 1, 2008 | BIG-bench Machine Learning | —Unverified | 0 |
| Privacy-preserving logistic regression | Dec 1, 2008 | BIG-bench Machine LearningPrivacy Preserving | —Unverified | 0 |
| Kernel-ARMA for Hand Tracking and Brain-Machine interfacing During 3D Motor Control | Dec 1, 2008 | BIG-bench Machine Learning | —Unverified | 0 |
| Kernel Measures of Independence for non-iid Data | Dec 1, 2008 | BIG-bench Machine LearningClustering | —Unverified | 0 |
| Faster and better: a machine learning approach to corner detection | Oct 14, 2008 | BIG-bench Machine Learning | CodeCode Available | 0 |
| Machine learning for signature verification | Dec 15, 2006 | BIG-bench Machine Learning | —Unverified | 0 |
| Semi-Supervised Regression with Co-Training | Jun 1, 2005 | BIG-bench Machine Learningregression | CodeCode Available | 0 |
| Thumbs up? Sentiment Classification using Machine Learning Techniques | May 28, 2002 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| Machine Learning of Generic and User-Focused Summarization | Nov 2, 1998 | BIG-bench Machine LearningText Summarization | —Unverified | 0 |