Gert R. G. Lanckriet

According to our database, Gert R. G. Lanckriet authored at least 95 papers between 2001 and 2018.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2018

ExtraSensory App: Data Collection In-the-Wild with Rich User Interface to Self-Report Behavior.

Yonatan Vaizman, Katherine Ellis, Gert R. G. Lanckriet, Nadir Weibel

Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems, 2018

2017

Recognizing Detailed Human Context in the Wild from Smartphones and Smartwatches.

Yonatan Vaizman, Katherine Ellis, Gert R. G. Lanckriet

IEEE Pervasive Comput., 2017

Context Recognition In-the-Wild: Unified Model for Multi-Modal Sensors and Multi-Label Classification.

Yonatan Vaizman, Nadir Weibel, Gert R. G. Lanckriet

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2017

2016

Equality and Social Mobility in Twitter Discussion Groups.

Katherine Ellis, Moisés Goldszmidt, Gert R. G. Lanckriet, Nina Mishra, Omer Reingold

Proceedings of the Ninth ACM International Conference on Web Search and Data Mining, 2016

From event detection to storytelling on microblogs.

Janani Kalyanam, Sumithra Velupillai, Mike Conway, Gert R. G. Lanckriet

Proceedings of the 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2016

2015

A Scalable and Accurate Descriptor for Dynamic Textures Using Bag of System Trees.

Adeel Mumtaz, Emanuele Coviello, Gert R. G. Lanckriet, Antoni B. Chan

IEEE Trans. Pattern Anal. Mach. Intell., 2015

Facts and Fabrications about Ebola: A Twitter Based Study.

Janani Kalyanam, Sumithra Velupillai, Son Doan, Mike Conway, Gert R. G. Lanckriet

CoRR, 2015

Early prediction and characterization of high-impact world events using social media.

Janani Kalyanam, Mauricio Quezada, Barbara Poblete, Gert R. G. Lanckriet

CoRR, 2015

Top-N Recommendation with Missing Implicit Feedback.

Daryl Lim, Julian J. McAuley, Gert R. G. Lanckriet

Proceedings of the 9th ACM Conference on Recommender Systems, 2015

Leveraging Social Context for Modeling Topic Evolution.

Janani Kalyanam, Amin Mantrach, Diego Sáez-Trumper, Hossein Vahabi, Gert R. G. Lanckriet

Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

A histogram density modeling approach to music emotion recognition.

Ju-Chiang Wang, Hsin-Min Wang, Gert R. G. Lanckriet

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

2014

Codebook-Based Audio Feature Representation for Music Information Retrieval.

Yonatan Vaizman, Brian McFee, Gert R. G. Lanckriet

IEEE ACM Trans. Audio Speech Lang. Process., 2014

On the Role of Correlation and Abstraction in Cross-Modal Multimedia Retrieval.

José Costa Pereira, Emanuele Coviello, Gabriel Doyle, Nikhil Rasiwasia, Gert R. G. Lanckriet, Roger Levy, Nuno Vasconcelos

IEEE Trans. Pattern Anal. Mach. Intell., 2014

Clustering hidden Markov models with variational HEM.

Emanuele Coviello, Antoni B. Chan, Gert R. G. Lanckriet

J. Mach. Learn. Res., 2014

Iterative Category Discovery via Multiple Kernel Metric Learning.

Carolina Galleguillos, Brian McFee, Gert R. G. Lanckriet

Int. J. Comput. Vis., 2014

Learning from unstructured multimedia data.

Janani Kalyanam, Gert R. G. Lanckriet

Proceedings of the 23rd International World Wide Web Conference, 2014

Efficient Learning of Mahalanobis Metrics for Ranking.

Daryl Lim, Gert R. G. Lanckriet

Proceedings of the 31th International Conference on Machine Learning, 2014

Multi-sensor physical activity recognition in free-living.

Katherine Ellis, Suneeta Godbole, Jacqueline Kerr, Gert R. G. Lanckriet

Proceedings of the 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2014

2013

Search and Discovery Through Human Computation.

Albert Yu-Min Lin, Andrew Huynh, Luke Barrington, Gert R. G. Lanckriet

Proceedings of the Handbook of Human Computation, 2013

A Bag of Systems Representation for Music Auto-Tagging.

Katherine Ellis, Emanuele Coviello, Antoni B. Chan, Gert R. G. Lanckriet

IEEE ACM Trans. Audio Speech Lang. Process., 2013

Clustering Dynamic Textures with the Hierarchical EM Algorithm for Modeling Video.

Adeel Mumtaz, Emanuele Coviello, Gert R. G. Lanckriet, Antoni B. Chan

IEEE Trans. Pattern Anal. Mach. Intell., 2013

Physical activity recognition in free-living from body-worn sensors.

Katherine Ellis, Suneeta Godbole, Jacqueline Chen, Simon J. Marshall, Gert R. G. Lanckriet, Jacqueline Kerr

Proceedings of the International SenseCam & Pervasive Imaging Conference 2013, 2013

Robust Structural Metric Learning.

Daryl Lim, Gert R. G. Lanckriet, Brian McFee

Proceedings of the 30th International Conference on Machine Learning, 2013

That was fast! Speeding up NN search of high dimensional distributions.

Emanuele Coviello, Adeel Mumtaz, Antoni B. Chan, Gert R. G. Lanckriet

Proceedings of the 30th International Conference on Machine Learning, 2013

2012

A Generative Context Model for Semantic Music Annotation and Retrieval.

Riccardo Miotto, Gert R. G. Lanckriet

IEEE Trans. Speech Audio Process., 2012

Learning Content Similarity for Music Recommendation.

Brian McFee, Luke Barrington, Gert R. G. Lanckriet

IEEE Trans. Speech Audio Process., 2012

Game-powered machine learning.

Luke Barrington, Douglas Turnbull, Gert R. G. Lanckriet

Proc. Natl. Acad. Sci. USA, 2012

A Proof of Convergence of the Concave-Convex Procedure Using Zangwill's Theory.

Bharath K. Sriperumbudur, Gert R. G. Lanckriet

Neural Comput., 2012

The million song dataset challenge.

Brian McFee, Thierry Bertin-Mahieux, Daniel P. W. Ellis, Gert R. G. Lanckriet

Proceedings of the 21st World Wide Web Conference, 2012

Non-linear Metric Learning.

Dor Kedem, Stephen Tyree, Kilian Q. Weinberger, Fei Sha, Gert R. G. Lanckriet

Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012

The variational hierarchical EM algorithm for clustering hidden Markov models.

Emanuele Coviello, Antoni B. Chan, Gert R. G. Lanckriet

Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012

Hypergraph Models of Playlist Dialects.

Brian McFee, Gert R. G. Lanckriet

Proceedings of the 13th International Society for Music Information Retrieval Conference, 2012

Multivariate Autoregressive Mixture Models for Music Auto-Tagging.

Emanuele Coviello, Yonatan Vaizman, Antoni B. Chan, Gert R. G. Lanckriet

Proceedings of the 13th International Society for Music Information Retrieval Conference, 2012

Growing a bag of systems tree for fast and accurate classification.

Emanuele Coviello, Adeel Mumtaz, Antoni B. Chan, Gert R. G. Lanckriet

Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

2011

Contextual Object Localization With Multiple Kernel Nearest Neighbor.

Brian McFee, Carolina Galleguillos, Gert R. G. Lanckriet

IEEE Trans. Image Process., 2011

Time Series Models for Semantic Music Annotation.

Emanuele Coviello, Antoni B. Chan, Gert R. G. Lanckriet

IEEE Trans. Speech Audio Process., 2011

A majorization-minimization approach to the sparse generalized eigenvalue problem.

Bharath K. Sriperumbudur, David A. Torres, Gert R. G. Lanckriet

Mach. Learn., 2011

Universality, Characteristic Kernels and RKHS Embedding of Measures.

Bharath K. Sriperumbudur, Kenji Fukumizu, Gert R. G. Lanckriet

J. Mach. Learn. Res., 2011

Learning Multi-modal Similarity.

Brian McFee, Gert R. G. Lanckriet

J. Mach. Learn. Res., 2011

Tech Report A Variational HEM Algorithm for Clustering Hidden Markov Models

Emanuele Coviello, Antoni B. Chan, Gert R. G. Lanckriet

CoRR, 2011

Learning in Hilbert vs. Banach Spaces: A Measure Embedding Viewpoint.

Bharath K. Sriperumbudur, Kenji Fukumizu, Gert R. G. Lanckriet

Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, 2011

Modeling Dynamic Patterns for Emotional Content in Music.

Yonatan Vaizman, Roni Y. Granot, Gert R. G. Lanckriet

Proceedings of the 12th International Society for Music Information Retrieval Conference, 2011

The Natural Language of Playlists.

Brian McFee, Gert R. G. Lanckriet

Proceedings of the 12th International Society for Music Information Retrieval Conference, 2011

Large-scale music similarity search with spatial trees.

Brian McFee, Gert R. G. Lanckriet

Proceedings of the 12th International Society for Music Information Retrieval Conference, 2011

Semantic Annotation and Retrieval of Music using a Bag of Systems Representation.

Katherine Ellis, Emanuele Coviello, Gert R. G. Lanckriet

Proceedings of the 12th International Society for Music Information Retrieval Conference, 2011

Combining Content-Based Auto-Taggers with Decision-Fusion.

Emanuele Coviello, Riccardo Miotto, Gert R. G. Lanckriet

Proceedings of the 12th International Society for Music Information Retrieval Conference, 2011

From region similarity to category discovery.

Carolina Galleguillos, Brian McFee, Serge J. Belongie, Gert R. G. Lanckriet

Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

2010

Modeling Music as a Dynamic Texture.

Luke Barrington, Antoni B. Chan, Gert R. G. Lanckriet

IEEE Trans. Speech Audio Process., 2010

Hilbert Space Embeddings and Metrics on Probability Measures.

Bharath K. Sriperumbudur, Arthur Gretton, Kenji Fukumizu, Bernhard Schölkopf, Gert R. G. Lanckriet

J. Mach. Learn. Res., 2010

On the relation between universality, characteristic kernels and RKHS embedding of measures.

Bharath K. Sriperumbudur, Kenji Fukumizu, Gert R. G. Lanckriet

Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics, 2010

A new approach to cross-modal multimedia retrieval.

Nikhil Rasiwasia, José Costa Pereira, Emanuele Coviello, Gabriel Doyle, Gert R. G. Lanckriet, Roger Levy, Nuno Vasconcelos

Proceedings of the 18th International Conference on Multimedia 2010, 2010

Learning similarity in heterogeneous data.

Brian McFee, Gert R. G. Lanckriet

Proceedings of the 11th ACM SIGMM International Conference on Multimedia Information Retrieval, 2010

Improving Auto-tagging by Modeling Semantic Co-occurrences.

Riccardo Miotto, Luke Barrington, Gert R. G. Lanckriet

Proceedings of the 11th International Society for Music Information Retrieval Conference, 2010

Learning Similarity from Collaborative Filters.

Brian McFee, Luke Barrington, Gert R. G. Lanckriet

Proceedings of the 11th International Society for Music Information Retrieval Conference, 2010

Collaborative Filtering Based on P2P Networks.

Noam Koenigstein, Gert R. G. Lanckriet, Brian McFee, Yuval Shavitt

Proceedings of the 11th International Society for Music Information Retrieval Conference, 2010

Automatic Music Tagging With Time Series Models.

Emanuele Coviello, Luke Barrington, Antoni B. Chan, Gert R. G. Lanckriet

Proceedings of the 11th International Society for Music Information Retrieval Conference, 2010

Non-parametric estimation of integral probability metrics.

Bharath K. Sriperumbudur, Kenji Fukumizu, Arthur Gretton, Bernhard Schölkopf, Gert R. G. Lanckriet

Proceedings of the IEEE International Symposium on Information Theory, 2010

Metric Learning to Rank.

Brian McFee, Gert R. G. Lanckriet

Proceedings of the 27th International Conference on Machine Learning (ICML-10), 2010

Multi-class object localization by combining local contextual interactions.

Carolina Galleguillos, Brian McFee, Serge J. Belongie, Gert R. G. Lanckriet

Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

Clustering dynamic textures with the hierarchical EM algorithm.

Antoni B. Chan, Emanuele Coviello, Gert R. G. Lanckriet

Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

2009

A note on integral probability metrics and $\phi$-divergences

Bharath K. Sriperumbudur, Arthur Gretton, Kenji Fukumizu, Gert R. G. Lanckriet, Bernhard Schölkopf

CoRR, 2009

Combining audio content and social context for semantic music discovery.

Douglas Turnbull, Luke Barrington, Gert R. G. Lanckriet, Mehrdad Yazdani

Proceedings of the 32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2009

On the Convergence of the Concave-Convex Procedure.

Bharath K. Sriperumbudur, Gert R. G. Lanckriet

Proceedings of the Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, 2009

Kernel Choice and Classifiability for RKHS Embeddings of Probability Distributions.

Bharath K. Sriperumbudur, Kenji Fukumizu, Arthur Gretton, Gert R. G. Lanckriet, Bernhard Schölkopf

Proceedings of the Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, 2009

User-centered design of a social game to tag music.

Luke Barrington, Damien O'Malley, Douglas Turnbull, Gert R. G. Lanckriet

Proceedings of the ACM SIGKDD Workshop on Human Computation, Paris, France, June 28, 2009, 2009

Heterogeneous Embedding for Subjective Artist Similarity.

Brian McFee, Gert R. G. Lanckriet

Proceedings of the 10th International Society for Music Information Retrieval Conference, 2009

Smarter than Genius? Human Evaluation of Music Recommender Systems.

Luke Barrington, Reid Oda, Gert R. G. Lanckriet

Proceedings of the 10th International Society for Music Information Retrieval Conference, 2009

Partial order embedding with multiple kernels.

Brian McFee, Gert R. G. Lanckriet

Proceedings of the 26th Annual International Conference on Machine Learning, 2009

Dynamic texture models of music.

Luke Barrington, Antoni B. Chan, Gert R. G. Lanckriet

Proceedings of the IEEE International Conference on Acoustics, 2009

2008

Semantic Annotation and Retrieval of Music and Sound Effects.

Douglas Turnbull, Luke Barrington, David A. Torres, Gert R. G. Lanckriet

IEEE Trans. Speech Audio Process., 2008

Five Approaches to Collecting Tags for Music.

Douglas Turnbull, Luke Barrington, Gert R. G. Lanckriet

Proceedings of the ISMIR 2008, 2008

Combining Feature Kernels for Semantic Music Retrieval.

Luke Barrington, Mehrdad Yazdani, Douglas Turnbull, Gert R. G. Lanckriet

Proceedings of the ISMIR 2008, 2008

Metric embedding for kernel classification rules.

Bharath K. Sriperumbudur, Omer A. Lang, Gert R. G. Lanckriet

Proceedings of the Machine Learning, 2008

Injective Hilbert Space Embeddings of Probability Measures.

Bharath K. Sriperumbudur, Arthur Gretton, Kenji Fukumizu, Gert R. G. Lanckriet, Bernhard Schölkopf

Proceedings of the 21st Annual Conference on Learning Theory, 2008

2007

A Direct Formulation for Sparse PCA Using Semidefinite Programming.

Alexandre d'Aspremont, Laurent El Ghaoui, Michael I. Jordan, Gert R. G. Lanckriet

SIAM Rev., 2007

Generalized Non-metric Multidimensional Scaling.

Sameer Agarwal, Josh Wills, Lawrence Cayton, Gert R. G. Lanckriet, David J. Kriegman, Serge J. Belongie

Proceedings of the Eleventh International Conference on Artificial Intelligence and Statistics, 2007

Towards musical query-by-semantic-description using the CAL500 data set.

Douglas Turnbull, Luke Barrington, David A. Torres, Gert R. G. Lanckriet

Proceedings of the SIGIR 2007: Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2007

A Supervised Approach for Detecting Boundaries in Music Using Difference Features and Boosting.

Douglas Turnbull, Gert R. G. Lanckriet, Elias Pampalk, Masataka Goto

Proceedings of the 8th International Conference on Music Information Retrieval, 2007

A Game-Based Approach for Collecting Semantic Annotations of Music.

Douglas Turnbull, Ruoran Liu, Luke Barrington, Gert R. G. Lanckriet

Proceedings of the 8th International Conference on Music Information Retrieval, 2007

Identifying Words that are Musically Meaningful.

David A. Torres, Douglas Turnbull, Luke Barrington, Gert R. G. Lanckriet

Proceedings of the 8th International Conference on Music Information Retrieval, 2007

Sparse eigen methods by D.C. programming.

Bharath K. Sriperumbudur, David A. Torres, Gert R. G. Lanckriet

Proceedings of the Machine Learning, 2007

Direct convex relaxations of sparse SVM.

Antoni B. Chan, Nuno Vasconcelos, Gert R. G. Lanckriet

Proceedings of the Machine Learning, 2007

Audio Information Retrieval using Semantic Similarity.

Luke Barrington, Antoni B. Chan, Douglas Turnbull, Gert R. G. Lanckriet

Proceedings of the IEEE International Conference on Acoustics, 2007

2006

Modeling music and words using a multi-class naïve Bayes approach.

Douglas Turnbull, Luke Barrington, Gert R. G. Lanckriet

Proceedings of the ISMIR 2006, 2006

2004

Learning the Kernel Matrix with Semidefinite Programming.

Gert R. G. Lanckriet, Nello Cristianini, Peter L. Bartlett, Laurent El Ghaoui, Michael I. Jordan

J. Mach. Learn. Res., 2004

A statistical framework for genomic data fusion.

Gert R. G. Lanckriet, Tijl De Bie, Nello Cristianini, Michael I. Jordan, William Stafford Noble

Bioinform., 2004

Kernel-Based Data Fusion and Its Application to Protein Function Prediction in Yeast.

Gert R. G. Lanckriet, Minghua Deng, Nello Cristianini, Michael I. Jordan, William Stafford Noble

Proceedings of the Biocomputing 2004, 2004

Multiple kernel learning, conic duality, and the SMO algorithm.

Francis R. Bach, Gert R. G. Lanckriet, Michael I. Jordan

Proceedings of the Machine Learning, 2004

2002

Multiclass LS SVMs Moderated Outputs and Coding Decoding Schemes.

Tony Van Gestel, Johan A. K. Suykens, Gert R. G. Lanckriet, Annemie Lambrechts, Bart De Moor, Joos Vandewalle

Neural Process. Lett., 2002

Bayesian Framework for Least-Squares Support Vector Machine Classifiers, Gaussian Processes, and Kernel Fisher Discriminant Analysis.

Tony Van Gestel, Johan A. K. Suykens, Gert R. G. Lanckriet, Annemie Lambrechts, Bart De Moor, Joos Vandewalle

Neural Comput., 2002

A Robust Minimax Approach to Classification.

Gert R. G. Lanckriet, Laurent El Ghaoui, Chiranjib Bhattacharyya, Michael I. Jordan

J. Mach. Learn. Res., 2002

Robust Novelty Detection with Single-Class MPM.

Gert R. G. Lanckriet, Laurent El Ghaoui, Michael I. Jordan

Proceedings of the Advances in Neural Information Processing Systems 15 [Neural Information Processing Systems, 2002

Learning the Kernel Matrix with Semi-Definite Programming.

Gert R. G. Lanckriet, Nello Cristianini, Peter L. Bartlett, Laurent El Ghaoui, Michael I. Jordan

Proceedings of the Machine Learning, 2002

2001

Financial time series prediction using least squares support vector machines within the evidence framework.

Tony Van Gestel, Johan A. K. Suykens, Dirk-Emma Baestaens, Annemie Lambrechts, Gert R. G. Lanckriet, Bruno Vandaele, Bart De Moor, Joos Vandewalle

IEEE Trans. Neural Networks, 2001

Minimax Probability Machine.

Gert R. G. Lanckriet, Laurent El Ghaoui, Chiranjib Bhattacharyya, Michael I. Jordan

Proceedings of the Advances in Neural Information Processing Systems 14 [Neural Information Processing Systems: Natural and Synthetic, 2001