Gert R. G. Lanckriet

Publication Activity (10 Years)

Years Active: 2001-2018
Publications (10 Years): 6

Top Venues

CoRR

IEEE Trans. Pattern Anal. Mach. Intell.

NIPS

IEEE ACM Trans. Audio Speech Lang. Process.

Publications

Yonatan Vaizman, Katherine Ellis, Gert R. G. Lanckriet, Nadir Weibel
ExtraSensory App: Data Collection In-the-Wild with Rich User Interface to Self-Report Behavior. CHI (2018)
Yonatan Vaizman, Katherine Ellis, Gert R. G. Lanckriet
Recognizing Detailed Human Context in the Wild from Smartphones and Smartwatches. IEEE Pervasive Comput. 16 (4) (2017)
Yonatan Vaizman, Nadir Weibel, Gert R. G. Lanckriet
Context Recognition In-the-Wild: Unified Model for Multi-Modal Sensors and Multi-Label Classification. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 1 (4) (2017)
Katherine Ellis, Moisés Goldszmidt, Gert R. G. Lanckriet, Nina Mishra, Omer Reingold
Equality and Social Mobility in Twitter Discussion Groups. WSDM (2016)
Janani Kalyanam, Sumithra Velupillai, Mike Conway, Gert R. G. Lanckriet
From event detection to storytelling on microblogs. ASONAM (2016)
Yonatan Vaizman, Katherine Ellis, Gert R. G. Lanckriet
Recognizing Detailed Human Context In-the-Wild from Smartphones and Smartwatches. CoRR (2016)
Adeel Mumtaz, Emanuele Coviello, Gert R. G. Lanckriet, Antoni B. Chan
A Scalable and Accurate Descriptor for Dynamic Textures Using Bag of System Trees. IEEE Trans. Pattern Anal. Mach. Intell. 37 (4) (2015)
Daryl Lim, Julian J. McAuley, Gert R. G. Lanckriet
Top-N Recommendation with Missing Implicit Feedback. RecSys (2015)
Ju-Chiang Wang, Hsin-Min Wang, Gert R. G. Lanckriet
A histogram density modeling approach to music emotion recognition. ICASSP (2015)
Janani Kalyanam, Amin Mantrach, Diego Sáez-Trumper, Hossein Vahabi, Gert R. G. Lanckriet
Leveraging Social Context for Modeling Topic Evolution. KDD (2015)
Janani Kalyanam, Mauricio Quezada, Barbara Poblete, Gert R. G. Lanckriet
Early prediction and characterization of high-impact world events using social media. CoRR (2015)
Janani Kalyanam, Sumithra Velupillai, Son Doan, Mike Conway, Gert R. G. Lanckriet
Facts and Fabrications about Ebola: A Twitter Based Study. CoRR (2015)
Janani Kalyanam, Gert R. G. Lanckriet
Learning from unstructured multimedia data. WWW (Companion Volume) (2014)
Yonatan Vaizman, Brian McFee, Gert R. G. Lanckriet
Codebook-Based Audio Feature Representation for Music Information Retrieval. IEEE ACM Trans. Audio Speech Lang. Process. 22 (10) (2014)
Daryl Lim, Gert R. G. Lanckriet
Efficient Learning of Mahalanobis Metrics for Ranking. ICML (2014)
Emanuele Coviello, Antoni B. Chan, Gert R. G. Lanckriet
Clustering hidden Markov models with variational HEM. J. Mach. Learn. Res. 15 (1) (2014)
Katherine Ellis, Suneeta Godbole, Jacqueline Kerr, Gert R. G. Lanckriet
Multi-sensor physical activity recognition in free-living. UbiComp Adjunct (2014)
Carolina Galleguillos, Brian McFee, Gert R. G. Lanckriet
Iterative Category Discovery via Multiple Kernel Metric Learning. Int. J. Comput. Vis. 108 (1-2) (2014)
José Costa Pereira, Emanuele Coviello, Gabriel Doyle, Nikhil Rasiwasia, Gert R. G. Lanckriet, Roger Levy, Nuno Vasconcelos
On the Role of Correlation and Abstraction in Cross-Modal Multimedia Retrieval. IEEE Trans. Pattern Anal. Mach. Intell. 36 (3) (2014)
Daryl Lim, Gert R. G. Lanckriet, Brian McFee
Robust Structural Metric Learning. ICML (1) (2013)
Katherine Ellis, Emanuele Coviello, Antoni B. Chan, Gert R. G. Lanckriet
A Bag of Systems Representation for Music Auto-Tagging. IEEE ACM Trans. Audio Speech Lang. Process. 21 (12) (2013)
Katherine Ellis, Suneeta Godbole, Jacqueline Chen, Simon J. Marshall, Gert R. G. Lanckriet, Jacqueline Kerr
Physical activity recognition in free-living from body-worn sensors. SenseCam (2013)
Emanuele Coviello, Adeel Mumtaz, Antoni B. Chan, Gert R. G. Lanckriet
That was fast! Speeding up NN search of high dimensional distributions. ICML (3) (2013)
Adeel Mumtaz, Emanuele Coviello, Gert R. G. Lanckriet, Antoni B. Chan
Clustering Dynamic Textures with the Hierarchical EM Algorithm for Modeling Video. IEEE Trans. Pattern Anal. Mach. Intell. 35 (7) (2013)
Yonatan Vaizman, Brian McFee, Gert R. G. Lanckriet
Codebook based Audio Feature Representation for Music Information Retrieval. CoRR (2013)
Brian McFee, Luke Barrington, Gert R. G. Lanckriet
Learning Content Similarity for Music Recommendation. IEEE Trans. Speech Audio Process. 20 (8) (2012)
Emanuele Coviello, Antoni B. Chan, Gert R. G. Lanckriet
Clustering hidden Markov models with variational HEM CoRR (2012)
Emanuele Coviello, Yonatan Vaizman, Antoni B. Chan, Gert R. G. Lanckriet
Multivariate Autoregressive Mixture Models for Music Auto-Tagging. ISMIR (2012)
Riccardo Miotto, Gert R. G. Lanckriet
A Generative Context Model for Semantic Music Annotation and Retrieval. IEEE Trans. Speech Audio Process. 20 (4) (2012)
Luke Barrington, Douglas Turnbull, Gert R. G. Lanckriet
Game-powered machine learning. Proc. Natl. Acad. Sci. USA 109 (17) (2012)
Brian McFee, Thierry Bertin-Mahieux, Daniel P. W. Ellis, Gert R. G. Lanckriet
The million song dataset challenge. WWW (Companion Volume) (2012)
Brian McFee, Gert R. G. Lanckriet
Hypergraph Models of Playlist Dialects. ISMIR (2012)
Emanuele Coviello, Adeel Mumtaz, Antoni B. Chan, Gert R. G. Lanckriet
Growing a bag of systems tree for fast and accurate classification. CVPR (2012)
Emanuele Coviello, Antoni B. Chan, Gert R. G. Lanckriet
The variational hierarchical EM algorithm for clustering hidden Markov models. NIPS (2012)
Dor Kedem, Stephen Tyree, Kilian Q. Weinberger, Fei Sha, Gert R. G. Lanckriet
Non-linear Metric Learning. NIPS (2012)
Bharath K. Sriperumbudur, Gert R. G. Lanckriet
A Proof of Convergence of the Concave-Convex Procedure Using Zangwill's Theory. Neural Comput. 24 (6) (2012)
Bharath K. Sriperumbudur, David A. Torres, Gert R. G. Lanckriet
A majorization-minimization approach to the sparse generalized eigenvalue problem. Mach. Learn. 85 (1-2) (2011)
Bharath K. Sriperumbudur, Kenji Fukumizu, Gert R. G. Lanckriet
Universality, Characteristic Kernels and RKHS Embedding of Measures. J. Mach. Learn. Res. 12 (2011)
Brian McFee, Gert R. G. Lanckriet
Learning Multi-modal Similarity. J. Mach. Learn. Res. 12 (2011)
Emanuele Coviello, Antoni B. Chan, Gert R. G. Lanckriet
Tech Report A Variational HEM Algorithm for Clustering Hidden Markov Models CoRR (2011)
Bharath K. Sriperumbudur, Kenji Fukumizu, Gert R. G. Lanckriet
Learning in Hilbert vs. Banach Spaces: A Measure Embedding Viewpoint. NIPS (2011)
Brian McFee, Gert R. G. Lanckriet
Large-scale music similarity search with spatial trees. ISMIR (2011)
Brian McFee, Carolina Galleguillos, Gert R. G. Lanckriet
Contextual Object Localization With Multiple Kernel Nearest Neighbor. IEEE Trans. Image Process. 20 (2) (2011)
Brian McFee, Gert R. G. Lanckriet
The Natural Language of Playlists. ISMIR (2011)
Yonatan Vaizman, Roni Y. Granot, Gert R. G. Lanckriet
Modeling Dynamic Patterns for Emotional Content in Music. ISMIR (2011)
Katherine Ellis, Emanuele Coviello, Gert R. G. Lanckriet
Semantic Annotation and Retrieval of Music using a Bag of Systems Representation. ISMIR (2011)
Emanuele Coviello, Antoni B. Chan, Gert R. G. Lanckriet
Time Series Models for Semantic Music Annotation. IEEE Trans. Speech Audio Process. 19 (5) (2011)
Brian McFee, Luke Barrington, Gert R. G. Lanckriet
Learning content similarity for music recommendation CoRR (2011)
Emanuele Coviello, Riccardo Miotto, Gert R. G. Lanckriet
Combining Content-Based Auto-Taggers with Decision-Fusion. ISMIR (2011)
Carolina Galleguillos, Brian McFee, Serge J. Belongie, Gert R. G. Lanckriet
From region similarity to category discovery. CVPR (2011)
Noam Koenigstein, Gert R. G. Lanckriet, Brian McFee, Yuval Shavitt
Collaborative Filtering Based on P2P Networks. ISMIR (2010)
Carolina Galleguillos, Brian McFee, Serge J. Belongie, Gert R. G. Lanckriet
Multi-class object localization by combining local contextual interactions. CVPR (2010)
Brian McFee, Gert R. G. Lanckriet
Metric Learning to Rank. ICML (2010)
Brian McFee, Gert R. G. Lanckriet
Learning similarity in heterogeneous data. Multimedia Information Retrieval (2010)
Bharath K. Sriperumbudur, Kenji Fukumizu, Gert R. G. Lanckriet
On the relation between universality, characteristic kernels and RKHS embedding of measures. AISTATS (2010)
Brian McFee, Luke Barrington, Gert R. G. Lanckriet
Learning Similarity from Collaborative Filters. ISMIR (2010)
Bharath K. Sriperumbudur, Arthur Gretton, Kenji Fukumizu, Bernhard Schölkopf, Gert R. G. Lanckriet
Hilbert Space Embeddings and Metrics on Probability Measures. J. Mach. Learn. Res. 11 (2010)
Nikhil Rasiwasia, José Costa Pereira, Emanuele Coviello, Gabriel Doyle, Gert R. G. Lanckriet, Roger Levy, Nuno Vasconcelos
A new approach to cross-modal multimedia retrieval. ACM Multimedia (2010)
Brian McFee, Gert R. G. Lanckriet
Learning Multi-modal Similarity CoRR (2010)
Luke Barrington, Antoni B. Chan, Gert R. G. Lanckriet
Modeling Music as a Dynamic Texture. IEEE Trans. Speech Audio Process. 18 (3) (2010)
Emanuele Coviello, Luke Barrington, Antoni B. Chan, Gert R. G. Lanckriet
Automatic Music Tagging With Time Series Models. ISMIR (2010)
Antoni B. Chan, Emanuele Coviello, Gert R. G. Lanckriet
Clustering dynamic textures with the hierarchical EM algorithm. CVPR (2010)
Bharath K. Sriperumbudur, Kenji Fukumizu, Arthur Gretton, Bernhard Schölkopf, Gert R. G. Lanckriet
Non-parametric estimation of integral probability metrics. ISIT (2010)
Riccardo Miotto, Luke Barrington, Gert R. G. Lanckriet
Improving Auto-tagging by Modeling Semantic Co-occurrences. ISMIR (2010)
Luke Barrington, Reid Oda, Gert R. G. Lanckriet
Smarter than Genius? Human Evaluation of Music Recommender Systems. ISMIR (2009)
Bharath K. Sriperumbudur, Gert R. G. Lanckriet
On the Convergence of the Concave-Convex Procedure. NIPS (2009)
Luke Barrington, Damien O'Malley, Douglas Turnbull, Gert R. G. Lanckriet
User-centered design of a social game to tag music. KDD Workshop on Human Computation (2009)
Bharath K. Sriperumbudur, Kenji Fukumizu, Arthur Gretton, Gert R. G. Lanckriet, Bernhard Schölkopf
Kernel Choice and Classifiability for RKHS Embeddings of Probability Distributions. NIPS (2009)
Douglas Turnbull, Luke Barrington, Gert R. G. Lanckriet, Mehrdad Yazdani
Combining audio content and social context for semantic music discovery. SIGIR (2009)
Brian McFee, Gert R. G. Lanckriet
Partial order embedding with multiple kernels. ICML (2009)
Brian McFee, Gert R. G. Lanckriet
Heterogeneous Embedding for Subjective Artist Similarity. ISMIR (2009)
Bharath K. Sriperumbudur, Arthur Gretton, Kenji Fukumizu, Gert R. G. Lanckriet, Bernhard Schölkopf
A note on integral probability metrics and $\phi$-divergences CoRR (2009)
Luke Barrington, Antoni B. Chan, Gert R. G. Lanckriet
Dynamic texture models of music. ICASSP (2009)
Douglas Turnbull, Luke Barrington, David A. Torres, Gert R. G. Lanckriet
Semantic Annotation and Retrieval of Music and Sound Effects. IEEE Trans. Speech Audio Process. 16 (2) (2008)
Luke Barrington, Mehrdad Yazdani, Douglas Turnbull, Gert R. G. Lanckriet
Combining Feature Kernels for Semantic Music Retrieval. ISMIR (2008)
Bharath K. Sriperumbudur, Arthur Gretton, Kenji Fukumizu, Gert R. G. Lanckriet, Bernhard Schölkopf
Injective Hilbert Space Embeddings of Probability Measures. COLT (2008)
Douglas Turnbull, Luke Barrington, Gert R. G. Lanckriet
Five Approaches to Collecting Tags for Music. ISMIR (2008)
Bharath K. Sriperumbudur, Omer A. Lang, Gert R. G. Lanckriet
Metric embedding for kernel classification rules. ICML (2008)
Douglas Turnbull, Ruoran Liu, Luke Barrington, Gert R. G. Lanckriet
A Game-Based Approach for Collecting Semantic Annotations of Music. ISMIR (2007)
Douglas Turnbull, Gert R. G. Lanckriet, Elias Pampalk, Masataka Goto
A Supervised Approach for Detecting Boundaries in Music Using Difference Features and Boosting. ISMIR (2007)
Douglas Turnbull, Luke Barrington, David A. Torres, Gert R. G. Lanckriet
Towards musical query-by-semantic-description using the CAL500 data set. SIGIR (2007)
Sameer Agarwal, Josh Wills, Lawrence Cayton, Gert R. G. Lanckriet, David J. Kriegman, Serge J. Belongie
Generalized Non-metric Multidimensional Scaling. AISTATS (2007)
David A. Torres, Douglas Turnbull, Luke Barrington, Gert R. G. Lanckriet
Identifying Words that are Musically Meaningful. ISMIR (2007)
Bharath K. Sriperumbudur, David A. Torres, Gert R. G. Lanckriet
Sparse eigen methods by D.C. programming. ICML (2007)
Alexandre d'Aspremont, Laurent El Ghaoui, Michael I. Jordan, Gert R. G. Lanckriet
A Direct Formulation for Sparse PCA Using Semidefinite Programming. SIAM Rev. 49 (3) (2007)
Luke Barrington, Antoni B. Chan, Douglas Turnbull, Gert R. G. Lanckriet
Audio Information Retrieval using Semantic Similarity. ICASSP (2) (2007)
Antoni B. Chan, Nuno Vasconcelos, Gert R. G. Lanckriet
Direct convex relaxations of sparse SVM. ICML (2007)
Douglas Turnbull, Luke Barrington, Gert R. G. Lanckriet
Modeling music and words using a multi-class naïve Bayes approach. ISMIR (2006)
Alexandre d'Aspremont, Laurent El Ghaoui, Michael I. Jordan, Gert R. G. Lanckriet
A direct formulation for sparse PCA using semidefinite programming CoRR (2004)
Gert R. G. Lanckriet, Minghua Deng, Nello Cristianini, Michael I. Jordan, William Stafford Noble
Kernel-Based Data Fusion and Its Application to Protein Function Prediction in Yeast. Pacific Symposium on Biocomputing (2004)
Gert R. G. Lanckriet, Tijl De Bie, Nello Cristianini, Michael I. Jordan, William Stafford Noble
A statistical framework for genomic data fusion. Bioinform. 20 (16) (2004)
Alexandre d'Aspremont, Laurent El Ghaoui, Michael I. Jordan, Gert R. G. Lanckriet
A Direct Formulation for Sparse PCA Using Semidefinite Programming. NIPS (2004)
Gert R. G. Lanckriet, Nello Cristianini, Peter L. Bartlett, Laurent El Ghaoui, Michael I. Jordan
Learning the Kernel Matrix with Semidefinite Programming. J. Mach. Learn. Res. 5 (2004)
Francis R. Bach, Gert R. G. Lanckriet, Michael I. Jordan
Multiple kernel learning, conic duality, and the SMO algorithm. ICML (2004)
Gert R. G. Lanckriet, Laurent El Ghaoui, Michael I. Jordan
Robust Novelty Detection with Single-Class MPM. NIPS (2002)
Tony Van Gestel, Johan A. K. Suykens, Gert R. G. Lanckriet, Annemie Lambrechts, Bart De Moor, Joos Vandewalle
Multiclass LS SVMs Moderated Outputs and Coding Decoding Schemes. Neural Process. Lett. 15 (1) (2002)
Tony Van Gestel, Johan A. K. Suykens, Gert R. G. Lanckriet, Annemie Lambrechts, Bart De Moor, Joos Vandewalle
Bayesian Framework for Least-Squares Support Vector Machine Classifiers, Gaussian Processes, and Kernel Fisher Discriminant Analysis. Neural Comput. 14 (5) (2002)
Gert R. G. Lanckriet, Nello Cristianini, Peter L. Bartlett, Laurent El Ghaoui, Michael I. Jordan
Learning the Kernel Matrix with Semi-Definite Programming. ICML (2002)
Gert R. G. Lanckriet, Laurent El Ghaoui, Chiranjib Bhattacharyya, Michael I. Jordan
A Robust Minimax Approach to Classification. J. Mach. Learn. Res. 3 (2002)
Tony Van Gestel, Johan A. K. Suykens, Dirk-Emma Baestaens, Annemie Lambrechts, Gert R. G. Lanckriet, Bruno Vandaele, Bart De Moor, Joos Vandewalle
Financial time series prediction using least squares support vector machines within the evidence framework. IEEE Trans. Neural Networks 12 (4) (2001)

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Publication Activity (10 Years)

Top Topics

Top Venues

Gert R. G. Lanckriet