☰

Gert Lanckriet - Publications

Affiliations: 
Electrical Engineering University of California, San Diego, La Jolla, CA 
Tree Info Grants Similar researchers PubMed Report error

60 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2015 Mumtaz A, Coviello E, Lanckriet GR, Chan AB. A Scalable and Accurate Descriptor for Dynamic Textures Using Bag of System Trees. Ieee Transactions On Pattern Analysis and Machine Intelligence. 37: 697-712. PMID 26353288 DOI: 10.1109/Tpami.2014.2359432  0.679
2015 Lin AYM, Huynh A, Lanckriet G, Barrington L. Correction: Crowdsourcing the unknown: The satellite search for Genghis Khan Plos One. 10. DOI: 10.1371/journal.pone.0121045  0.553
2015 Mumtaz A, Coviello E, Lanckriet GRG, Chan AB. A scalable and accurate descriptor for dynamic textures using bag of system trees Ieee Transactions On Pattern Analysis and Machine Intelligence. 37: 697-712. DOI: 10.1109/TPAMI.2014.2359432  0.656
2014 Lin AY, Huynh A, Lanckriet G, Barrington L. Crowdsourcing the unknown: the satellite search for Genghis Khan. Plos One. 9: e114046. PMID 25549335 DOI: 10.1371/Journal.Pone.0114046  0.616
2014 Costa Pereira J, Coviello E, Doyle G, Rasiwasia N, Lanckriet GR, Levy R, Vasconcelos N. On the role of correlation and abstraction in cross-modal multimedia retrieval. Ieee Transactions On Pattern Analysis and Machine Intelligence. 36: 521-35. PMID 24457508 DOI: 10.1109/Tpami.2013.142  0.689
2014 Vaizman Y, McFee B, Lanckriet G. Codebook-based audio feature representation for music information retrieval Ieee Transactions On Audio, Speech and Language Processing. 22: 1483-1493. DOI: 10.1109/Taslp.2014.2337842  0.73
2014 Galleguillos C, McFee B, Lanckriet GRG. Iterative category discovery via multiple kernel metric learning International Journal of Computer Vision. 108: 115-132. DOI: 10.1007/S11263-013-0679-Z  0.709
2014 Coviello E, Chan AB, Lanckriet GRG. Clustering hidden Markov models with variational HEM Journal of Machine Learning Research. 15: 697-747.  0.654
2013 Costa Pereira J, Coviello E, Doyle G, Rasiwasia N, Lanckriet GR, Levy R, Vasconcelos N. On the Role of Correlation and Abstraction in Cross-Modal Multimedia Retrieval. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 23917421  0.689
2013 Mumtaz A, Coviello E, Lanckriet GR, Chan AB. Clustering dynamic textures with the hierarchical em algorithm for modeling video. Ieee Transactions On Pattern Analysis and Machine Intelligence. 35: 1606-21. PMID 23681990 DOI: 10.1109/Tpami.2012.236  0.679
2013 Ellis K, Coviello E, Chan AB, Lanckriet G. A bag of systems representation for music auto-tagging Ieee Transactions On Audio, Speech and Language Processing. 21: 2554-2569. DOI: 10.1109/Tasl.2013.2279318  0.732
2013 Coviello E, Mumtaz A, Chan AB, Lanckriet GRG. That was fast! Speeding up NN search of high dimensional distributions 30th International Conference On Machine Learning, Icml 2013. 1505-1513.  0.64
2013 Lim DKH, McFee B, Lanckriet G. Robust structural metric learning 30th International Conference On Machine Learning, Icml 2013. 615-623.  0.685
2012 Barrington L, Turnbull D, Lanckriet G. Game-powered machine learning. Proceedings of the National Academy of Sciences of the United States of America. 109: 6411-6. PMID 22460786 DOI: 10.1073/Pnas.1014748109  0.782
2012 McFee B, Bertin-Mahieux T, Ellis DPW, Lanckriet GRG. The million song dataset challenge Www'12 - Proceedings of the 21st Annual Conference On World Wide Web Companion. 909-916. DOI: 10.1145/2187980.2188222  0.669
2012 McFee B, Barrington L, Lanckriet G. Learning content similarity for music recommendation Ieee Transactions On Audio, Speech and Language Processing. 20: 2207-2218. DOI: 10.1109/Tasl.2012.2199109  0.781
2012 Miotto R, Lanckriet G. A generative context model for semantic music annotation and retrieval Ieee Transactions On Audio, Speech and Language Processing. 20: 1096-1108. DOI: 10.1109/Tasl.2011.2172423  0.375
2012 Coviello E, Mumtaz A, Chan AB, Lanckriet GRG. Growing a bag of systems tree for fast and accurate classification Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 1979-1986. DOI: 10.1109/CVPR.2012.6247900  0.658
2012 Barrington L, Turnbull D, Lanckriet G. Game-powered machine learning (Proceedings of the National Academy of Sciences of the United States of America (2012) 109, 17 (6411-6416) DOI: 10.1073/pnas.1014748109) Proceedings of the National Academy of Sciences of the United States of America. 109: 8786. DOI: 10.1073/pnas.1205806109  0.574
2012 Coviello E, Vaizman Y, Chan AB, Lanckriet GRG. Multivariate autoregressive mixture models for music auto-tagging Proceedings of the 13th International Society For Music Information Retrieval Conference, Ismir 2012. 547-552.  0.675
2012 McFee B, Lanckriet G. Hypergraph models of playlist dialects Proceedings of the 13th International Society For Music Information Retrieval Conference, Ismir 2012. 343-348.  0.669
2012 Coviello E, Chan AB, Lanckriet GRG. The variational hierarchical EM algorithm for clustering hidden Markov models Advances in Neural Information Processing Systems. 1: 404-412.  0.66
2011 McFee B, Galleguillos C, Lanckriet G. Contextual object localization with multiple kernel nearest neighbor. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 20: 570-85. PMID 20736139 DOI: 10.1109/Tip.2010.2068556  0.716
2011 Coviello E, Chan AB, Lanckriet G. Time series models for semantic music annotation Ieee Transactions On Audio, Speech and Language Processing. 19: 1343-1359. DOI: 10.1109/Tasl.2010.2090148  0.734
2011 Galleguillos C, Mcfee B, Belongie S, Lanckriet G. From region similarity to category discovery Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 2665-2672. DOI: 10.1109/CVPR.2011.5995527  0.648
2011 McFee B, Lanckriet G. The natural language of playlists Proceedings of the 12th International Society For Music Information Retrieval Conference, Ismir 2011. 537-542.  0.656
2011 McFee B, Lanckriet G. Learning multi-modal similarity Journal of Machine Learning Research. 12: 491-523.  0.69
2011 Mcfee B, Lanckriet G. Large-scale music similarity search with spatial trees Proceedings of the 12th International Society For Music Information Retrieval Conference, Ismir 2011. 55-60.  0.664
2011 Coviello E, Miotto R, Lanckriet GRG. Combining content-based auto-taggers with decision-fusion Proceedings of the 12th International Society For Music Information Retrieval Conference, Ismir 2011. 705-710.  0.642
2011 Ellis K, Coviello E, Lanckriet GRG. Semantic annotation and retrieval of music using a bag of systems representation Proceedings of the 12th International Society For Music Information Retrieval Conference, Ismir 2011. 723-728.  0.685
2010 Rasiwasia N, Costa Pereira J, Coviello E, Doyle G, Lanckriet GRG, Levy R, Vasconcelos N. A new approach to cross-modal multimedia retrieval Mm'10 - Proceedings of the Acm Multimedia 2010 International Conference. 251-260. DOI: 10.1145/1873951.1873987  0.653
2010 McFee B, Lanckriet G. Learning similarity in heterogeneous data Mir 2010 - Proceedings of the 2010 Acm Sigmm International Conference On Multimedia Information Retrieval. 243. DOI: 10.1145/1743384.1743427  0.69
2010 Barrington L, Chan AB, Lanckriet G. Modeling music as a dynamic texture Ieee Transactions On Audio, Speech and Language Processing. 18: 602-612. DOI: 10.1109/Tasl.2009.2036306  0.658
2010 Galleguillos C, McFee B, Belongie S, Lanckriet G. Multi-class object localization by combining local contextual interactions Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 113-120. DOI: 10.1109/CVPR.2010.5540223  0.655
2010 Koenigstein N, Lanckriet G, McFee B, Shavitt Y. Collaborative filtering based on P2P networks Proceedings of the 11th International Society For Music Information Retrieval Conference, Ismir 2010. 153-158.  0.646
2010 McFee B, Lanckriet G. Metric learning to rank Icml 2010 - Proceedings, 27th International Conference On Machine Learning. 775-782.  0.689
2010 McFee B, Barrington L, Lanckriet G. Learning similarity from collaborative filters Proceedings of the 11th International Society For Music Information Retrieval Conference, Ismir 2010. 345-350.  0.756
2010 Coviello E, Barrington L, Chan AB, Lanckriet GRG. Automatic music tagging with time series models Proceedings of the 11th International Society For Music Information Retrieval Conference, Ismir 2010. 81-86.  0.755
2010 Miotto R, Barrington L, Lanckriet G. Improving auto-tagging by modeling semantic co-occurrences Proceedings of the 11th International Society For Music Information Retrieval Conference, Ismir 2010. 297-302.  0.61
2009 Barrington L, Turnbull D, O'Malley D, Lanckriet G. User-centered design of a social game to tag music Proceedings of the Acm Sigkdd Workshop On Human Computation, Hcomp '09. 62-69. DOI: 10.1145/1600150.1600152  0.566
2009 Turnbull DR, Barrington L, Lanckriet G, Yazdani M. Combining audio content and social context for semantic music discovery Proceedings - 32nd Annual International Acm Sigir Conference On Research and Development in Information Retrieval, Sigir 2009. 387-394. DOI: 10.1145/1571941.1572009  0.755
2009 McFee B, Lanckriet G. Partial order embedding with multiple kernels Proceedings of the 26th International Conference On Machine Learning, Icml 2009. 721-728. DOI: 10.1145/1553374.1553467  0.661
2009 Barrington L, Chan AB, Lanckriet G. Dynamic texture models of music Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 1589-1592. DOI: 10.1109/ICASSP.2009.4959902  0.594
2009 McFee B, Lanckriet G. Partial order embedding with multiple kernels Proceedings of the 26th International Conference On Machine Learning, Icml 2009. 721-728.  0.661
2009 Barrington L, Oda R, Lanckriet G. Smarter than genius? Human evaluation of music recommender systems Proceedings of the 10th International Society For Music Information Retrieval Conference, Ismir 2009. 357-362.  0.562
2009 McFee B, Lanckriet G. Heterogeneous embedding for subjective artist similarity Proceedings of the 10th International Society For Music Information Retrieval Conference, Ismir 2009. 513-518.  0.644
2008 Turnbull D, Barrington L, Torres D, Lanckriet G. Semantic annotation and retrieval of music and sound effects Ieee Transactions On Audio, Speech and Language Processing. 16: 467-476. DOI: 10.1109/Tasl.2007.913750  0.788
2008 Turnbull D, Barrington L, Lanckriet G. Five approaches to collecting tags for music Ismir 2008 - 9th International Conference On Music Information Retrieval. 225-230.  0.588
2008 Barrington L, Yazdani M, Turnbull D, Lanckriet G. Combining feature kernels for semantic music retrieval Ismir 2008 - 9th International Conference On Music Information Retrieval. 614-619.  0.623
2007 Turnbull D, Barrington L, Torres D, Lanckriet G. Towards musical query-by-semantic-description using the CAL500 data set Proceedings of the 30th Annual International Acm Sigir Conference On Research and Development in Information Retrieval, Sigir'07. 439-446. DOI: 10.1145/1277741.1277817  0.604
2007 d'Aspremont A, El Ghaoui L, Jordan MI, Lanckriet GRG. A direct formulation for sparse PCA using semidefinite programming Siam Review. 49: 434-448. DOI: 10.1137/050645506  0.54
2007 Barrington L, Chan A, Turnbull D, Lanckriet G. Audio information retrieval using semantic similarity Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 2: II725-II728. DOI: 10.1109/ICASSP.2007.366338  0.589
2007 Turnbull D, Liu R, Barrington L, Lanckriet G. A game-based approach for collecting semantic annotations of music Proceedings of the 8th International Conference On Music Information Retrieval, Ismir 2007. 535-538.  0.614
2007 Torres D, Turnbull D, Barrington L, Lanckriet G. Identifying words that are musically meaningful Proceedings of the 8th International Conference On Music Information Retrieval, Ismir 2007. 405-410.  0.593
2006 Turnbull D, Barrington L, Lanckriet G. Modeling music and words using a multi-class naïve Bayes approach Ismir 2006 - 7th International Conference On Music Information Retrieval. 254-259.  0.623
2005 Natsoulis G, El Ghaoui L, Lanckriet GR, Tolley AM, Leroy F, Dunlea S, Eynon BP, Pearson CI, Tugendreich S, Jarnagin K. Classification of a large microarray data set: algorithm comparison and analysis of drug signatures. Genome Research. 15: 724-36. PMID 15867433 DOI: 10.1101/Gr.2807605  0.564
2004 Lanckriet GRG, Cristianini N, Bartlett P, El Ghaoui L, Jordan MI. Learning the kernel matrix with semidefinite programming Journal of Machine Learning Research. 5.  0.562
2003 Lanckriet GRG, El Ghaoui L, Bhattacharyya C, Jordan MI. A robust minimax approach to classification Journal of Machine Learning Research. 3: 555-582. DOI: 10.1162/153244303321897726  0.565
2003 Lanckriet GRG, El Ghaoui L, Jordan MI. Robust novelty detection with single-class MPM Advances in Neural Information Processing Systems.  0.539
2002 Van Gestel T, Suykens JA, Lanckriet G, Lambrechts A, De Moor B, Vandewalle J. Bayesian framework for least-squares support vector machine classifiers, gaussian processes, and kernel Fisher discriminant analysis. Neural Computation. 14: 1115-47. PMID 11972910 DOI: 10.1162/089976602753633411  0.308
Show low-probability matches.