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vlachmore's library [268 articles]

最近录入 vlachmore's ordered by to_read.
  • Exponential family sparse coding with application to self-taught learning with text documents
    (2008)
    by Honglak Lee, Rajat Raina, Alex Teichman, Andrew Y Ng
    posted to dimensionality feature reduction selection text by vlachmore on 2008-07-24 16:55:06 as *****
  • Stopping criteria for active learning of named entity recognition
    (2008)
    by Florian Laws, Hinrich Schόtze
    posted to active criterion entity learning named ner recognition stopping by vlachmore on 2008-07-24 16:12:15 as *****
  • Bayesian hierarchical clustering
    (2005), pp. 297-304.
    by Katherine A Heller, Zoubin Ghahramani
  • Learning from labeled and unlabeled data on a directed graph
    (2005), pp. 1036-1043.
    by Dengyong Zhou, Jiayuan Huang, Bernhard Schölkopf
  • A tutorial on spectral clustering
    (August 2006)
    by Ulrike von Luxburg
  • Reducing the dimensionality of compositional data sets
    Mathematical Geology, Vol. 16, No. 6. (1984), pp. 617-635.
    posted to analysis component dimensionality pca principal reduction by vlachmore on 2008-01-27 14:02:05 as *****
  • Principal component analysis of compositional data
    Biometrika, Vol. 70, No. 1. (1 April 1983), pp. 57-65.
  • Particle Filtering for Nonparametric Bayesian Matrix Factorization
    (2007), pp. 1513-1520.
    by Frank Wood, Thomas L Griffiths
    edited by B Schölkopf, J Platt, T Hoffman
    posted to buffet filtering ibp indian particle process sampling by vlachmore on 2008-01-25 18:11:30 as *****
  • A comparison of string distance metrics for name-matching tasks
    (2003)
  • Me and my friends: gene mention normalization with background knowledge
    by Jörg Hakenberg, Loic Royer, Conrad Plake, Hendrik Strobelt, Michael Schroeder
    posted to bionlp context gene normalization ranking by vlachmore on 2007-12-19 13:48:49 as *****
  • Hierarchical directed acyclic graph kernel: methods for structured natural language data
    (2003), pp. 32-39.
    by Jun Suzuki, Tsutomu Hirao, Yutaka Sasaki, Eisaku Maeda
    posted to graph kernels by vlachmore on 2007-11-16 15:59:24 as *****
  • Collapsed Variational Inference for HDP
    (2008)
    by Yee W Teh, Kenichi Kurihara, Max Welling
  • Variational inference for Dirichlet process mixtures
    Bayesian Analysis, Vol. 1, No. 1. (2006), pp. 121-144.
    by David M Blei, Michael I Jordan
  • Probabilistic principal component analysis
    (1997)
    by M Tipping, C Bishop
  • Information-Based Objective Functions for Active Data Selection
    Neural Computation, Vol. 4, No. 4. (1992), pp. 590-604.
    by D Mackay
    posted to active active_learning learning by vlachmore on 2008-01-25 17:06:47 as ****
  • Nonmyopic active learning of Gaussian processes: an exploration-exploitation approach
    (2007), pp. 449-456.
    by Andreas Krause, Carlos Guestrin
  • An introduction to MCMC for machine learning
    (2003)
  • A Fully Bayesian Approach to Unsupervised Part-of-Speech Tagging
    (2007)
    by Sharon Goldwater, Thomas L Griffiths
    posted to bayesian part-of-speech semi-supervised tagging by vlachmore on 2008-01-24 17:32:50 as ****
  • Learning to Order Things
    Vol. 10 (1998)
    by William W Cohen, Robert E Schapire, Yoram Singer
    edited by Michael I Jordan, Michael J Kearns, Sara A Solla
    posted to learning ranking by vlachmore on 2007-12-19 15:04:10 as **** along with 2 people KevK pprett
  • A graph-search framework for associating gene identifiers with documents
    BMC Bioinformatics, Vol. 7 (10 October 2006), 440.
    by William W Cohen, Einat Minkov
    posted to algorithm bionlp gene graph normalization by vlachmore on 2007-12-17 18:23:17 as ****
  • Gene clustering by Latent Semantic Indexing of MEDLINE abstracts
    Bioinformatics, Vol. 21, No. 1., 104.
    by Ramin Homayouni, Kevin Heinrich, Lai Wei, Michael W Berry
  • Evaluating the automatic mapping of human gene and protein mentions to unique identifiers.
    (2007)
    by AA Morgan, B Wellner, JB Colombe, R Arens, ME Colosimo, L Hirschman
    posted to bionlp gene normalization by vlachmore on 2007-12-17 17:03:37 as ****
  • The information bottleneck method
    (1999), pp. 368-377.
    by N Tishby, F Pereira, W Bialek
  • A Sketch Algorithm for Estimating Two-Way and Multi-Way Associations
    Comput. Linguist., Vol. 33, No. 3. (September 2007), pp. 305-354.
    by Ping Li, Kenneth W Church
  • Partially labeled classification with Markov random walks
    Vol. 14 (2001)
    by Martin Szummer, Tommi Jaakkola
  • Kernel methods for relation extraction
    (2003)
    posted to extraction kernel methods relation by vlachmore on 2007-11-16 18:06:38 as ****
  • Dependency tree kernels for relation extraction
    (2004)
    by Aron Culotta, Jeffrey Sorensen
  • Diffusion kernels on graphs and other discrete input spaces
    (2002)
  • Learning string similarity measures for gene/protein name dictionary look-up using logistic regression.
    Bioinformatics (12 August 2007)
    by Yoshimasa Tsuruoka, John McNaught, Jun'ichi Tsujii, Sophia Ananiadou
  • The rendezvous algorithm: multiclass semi-supervised learning with Markov random walks
    (2007), pp. 49-56.
    by Arik Azran
    posted to clustering learning markov random semi-supervised walks by vlachmore on 2007-10-26 14:40:37 as ****
  • RelExRelation extraction using dependency parse trees
    Bioinformatics, Vol. 23, No. 3. (1 February 2007), pp. 365-371.
    by Katrin Fundel, Robert Kuffner, Ralf Zimmer
  • The Web as a Baseline: Evaluating the Performance of Unsupervised Web-based Models for a Range of NLP Tasks.
    (2004), pp. 121-128.
    by Mirella Lapata, Frank Keller
    posted to unsupervised web by vlachmore on 2007-10-08 12:12:05 as ****
  • Learning to Merge Word Senses
    (June 2007), pp. 1005-1014.
    by Rion Snow, Sushant Prakash, Daniel Jurafsky, Andrew Y Ng
    posted to disambiguation sense svm word wordnet wsd by vlachmore on 2007-10-04 13:50:53 as ****
  • The Laplacian eigenmaps latent variable model
    (2007)
    by Miguel A Careirra-Perpinan, Zhengdong Lu
    edited by Marina Meila, Xiaotong Shen
  • Corpus annotation for mining biomedical events from literature
    BMC Bioinformatics, Vol. 9, No. 1. (2008)
    by Jin D Kim, Tomoko Ohta, Jun'ichi Tsujii
  • A permutation-augmented sampler for DP mixture models
    (2007), pp. 545-552.
    by Percy Liang, Michael I Jordan, Ben Taskar
  • A New Approach to Data Driven Clustering
    (2006)
    by Arik Azran, Zoubin Ghahramani
    posted to clustering spectral by vlachmore on 2007-10-26 14:28:52 as ***
  • Cross-Task Knowledge-Constrained Self Training
    (2008)
    by Hal Daumé
    posted to shallow self-training recognition parsing named entity by vlachmore on 2008-11-14 16:25:03 as **
  • Weakly Supervised Supertagging with Grammar-Informed Initialization
    (2008)
    by Jason Baldridge
    posted to supertagging semi-supervised ccg by vlachmore on 2008-11-14 16:22:56 as **
  • A large-scale exploration of effective global features for a joint entity detection and tracking model
    (2005), pp. 97-104.
    by Hal III Daumé, Daniel Marcu
    posted to resolution coreference by vlachmore on 2008-11-14 16:20:08 as **
  • Statistical Learning Theory: Models, Concepts, and Results
    (2008)
    posted to tutorial theory statistical learning by vlachmore on 2008-11-14 16:06:17 as **
  • The phylogenetic Indian buffet process: A non-exchangeable nonparametric prior for latent features
    (2008)
    by KT Miller, TL Griffiths, MI Jordan
  • Dissimilarity in Graph-Based Semi-Supervised Classification
    JMLR W&P, Vol. 2 (2007), pp. 155-162.
    by Andrew B Goldberg, Xiaojin Zhu, Stephen Wright
  • Hidden Common Cause Relations in Relational Learning
    (2007)
    by R Silva, W Chu, Z Ghahramani
    posted to relational learning by vlachmore on 2008-11-14 15:53:54 as **
  • Sequential sampling models of human text classification
    Cognitive Science, Vol. 27 (2003)
    by Michael D Lee, Elissa Y Corlett
  • An Approach to Reducing Annotation Costs for BioNLP
    (2008)
    by Michael Bloodgood, K Vijay-Shanker
    posted to learning bionlp active by vlachmore on 2008-11-14 15:22:37 as **
  • The Gaussian process latent variable model
    (2006)
    by Neil D Lawrence
    posted to variable tutorial process model latent gaussian by vlachmore on 2008-11-12 20:08:23 as **
  • Contrastive Estimation: Training Log-Linear Models on Unlabeled Data
    (June 2005), pp. 354-362.
    by Noah A Smith, Jason Eisner
  • Instance-based Evaluation of Entailment Rule Acquisition
    (June 2007), pp. 456-463.
    by Idan Szpektor, Eyal Shnarch, Ido Dagan
    posted to textual evaluation entailment by vlachmore on 2008-11-12 14:34:51 as ** along with 1 person student_t
  • Consensus ranking under the exponential model
    (2007)
    by Marina Meila, Kapil Phadnis, Arthur Patterson, Jeff Bilmes
    posted to ranking non-parametric by vlachmore on 2008-11-12 12:57:30 as **
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