Gert R. G. Lanckriet

102 papers A* 18A 4B 2Misc 3Journal 38Unranked 36

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