A Divide-and-Conquer Method for Sparse Inverse Covariance Estimation Dec 1, 2012 Clustering
— Unverified Minimizing Sparse High-Order Energies by Submodular Vertex-Cover Dec 1, 2012 Clustering Vocal Bursts Intensity Prediction
— Unverified Dip-means: an incremental clustering method for estimating the number of clusters Dec 1, 2012 Clustering
— Unverified Emergence of Object-Selective Features in Unsupervised Feature Learning Dec 1, 2012 Clustering
— Unverified Clustering by Nonnegative Matrix Factorization Using Graph Random Walk Dec 1, 2012 Clustering
— Unverified Fusion with Diffusion for Robust Visual Tracking Dec 1, 2012 Clustering Visual Tracking
— Unverified Feature Clustering for Accelerating Parallel Coordinate Descent Dec 1, 2012 Clustering compressed sensing
— Unverified Orientation Determination from Cryo-EM images Using Least Unsquared Deviation Nov 29, 2012 Clustering
— Unverified A Hash based Approach for Secure Keyless Steganography in Lossless RGB Images Nov 23, 2012 Clustering
— Unverified Bayesian nonparametric Plackett-Luce models for the analysis of preferences for college degree programmes Nov 21, 2012 Clustering
— Unverified A Dataset for StarCraft AI \& an Example of Armies Clustering Nov 19, 2012 Clustering Real-Time Strategy Games
Code Code Available Mixed LICORS: A Nonparametric Algorithm for Predictive State Reconstruction Nov 15, 2012 Clustering
— Unverified Measures of Entropy from Data Using Infinitely Divisible Kernels Nov 11, 2012 Clustering Dimensionality Reduction
— Unverified K-Plane Regression Nov 7, 2012 Clustering regression
— Unverified A density-sensitive hierarchical clustering method Oct 23, 2012 Clustering
— Unverified Reducing statistical time-series problems to binary classification Oct 22, 2012 Binary Classification Classification
— Unverified Gender identity and lexical variation in social media Oct 16, 2012 Clustering
Code Code Available Improved Graph Clustering Oct 11, 2012 Clustering Graph Clustering
— Unverified Nonparametric Unsupervised Classification Oct 2, 2012 Classification Clustering
— Unverified A Comparative Study of Efficient Initialization Methods for the K-Means Clustering Algorithm Sep 10, 2012 Clustering Computational Efficiency
Code Code Available Constructing the L2-Graph for Robust Subspace Learning and Subspace Clustering Sep 5, 2012 Clustering Image Clustering
— Unverified Graph Degree Linkage: Agglomerative Clustering on a Directed Graph Aug 25, 2012 Clustering Computational Efficiency
Code Code Available Automatic Segmentation of Fluorescence Lifetime Microscopy Images of Cells Using Multi-Resolution Community Detection Aug 23, 2012 Clustering Community Detection
— Unverified Adaptive Graph via Multiple Kernel Learning for Nonnegative Matrix Factorization Aug 19, 2012 Clustering Information Retrieval
— Unverified Optimal Data Collection For Informative Rankings Expose Well-Connected Graphs Jul 26, 2012 Clustering Experimental Design
— Unverified The Price of Privacy in Untrusted Recommendation Engines Jul 13, 2012 Clustering Recommendation Systems
— Unverified Pseudo-likelihood methods for community detection in large sparse networks Jul 10, 2012 Clustering Community Detection
— Unverified Anatomical Structure Segmentation in Liver MRI Images Jul 3, 2012 Clustering Image Segmentation
— Unverified A New Parametric Estimation Method for Graph-based Clustering Jul 1, 2012 Clustering Graph Clustering
— Unverified Aligning Predicates across Monolingual Comparable Texts using Graph-based Clustering Jul 1, 2012 Clustering Text Generation
— Unverified Adaptive Clustering for Coreference Resolution with Deterministic Rules and Web-Based Language Models Jul 1, 2012 Clustering coreference-resolution
— Unverified Sentence Clustering via Projection over Term Clusters Jul 1, 2012 Clustering Graph Clustering
— Unverified Profile Likelihood Biclustering Jun 29, 2012 Clustering
Code Code Available Church: a language for generative models Jun 13, 2012 Clustering
— Unverified Image Similarity Using Sparse Representation and Compression Distance Jun 12, 2012 Clustering Image Clustering
— Unverified Nouvelle approche pour le regroupement des locuteurs dans des \'emissions radiophoniques et t\'el\'evisuelles (New approach for speaker clustering of broadcast news) [in French] Jun 1, 2012 Clustering Speaker Diarization
— Unverified Informing Determiner and Preposition Error Correction with Hierarchical Word Clustering Jun 1, 2012 Clustering
— Unverified Summarization of Historical Articles Using Temporal Event Clustering Jun 1, 2012 Articles Clustering
— Unverified Hierarchical clustering of word class distributions Jun 1, 2012 Clustering Part-Of-Speech Tagging
— Unverified Entity Clustering Across Languages Jun 1, 2012 Clustering Coreference Resolution
— Unverified Unsupervised Translation Sense Clustering Jun 1, 2012 Clustering Translation
— Unverified Towards a Mathematical Foundation of Immunology and Amino Acid Chains May 28, 2012 Clustering
Code Code Available Asymptotic Accuracy of Bayes Estimation for Latent Variables with Redundancy May 15, 2012 Clustering
— Unverified Linguagrid: a network of Linguistic and Semantic Services for the Italian Language. May 1, 2012 Clustering Dependency Parsing
— Unverified Building Text-to-Speech Systems for Resource Poor Languages May 1, 2012 Clustering Speech Synthesis
— Unverified Evaluation of a Complex Information Extraction Application in Specific Domain May 1, 2012 Clustering Named Entity Recognition (NER)
— Unverified Evaluating expressive speech synthesis from audiobook corpora for conversational phrases May 1, 2012 Clustering Expressive Speech Synthesis
— Unverified Effects of Document Clustering in Modeling Wikipedia-style Term Descriptions May 1, 2012 Articles Clustering
— Unverified Using an ASR database to design a pronunciation evaluation system in Basque May 1, 2012 Clustering Speech Recognition
— Unverified CLTC: A Chinese-English Cross-lingual Topic Corpus May 1, 2012 Articles Clustering
— Unverified 