Gert R. G. Lanckriet

Most-cited papers

A new approach to cross-modal multimedia retrieval
Nikhil Rasiwasia, Jose Costa Pereira, E. Coviello, Gabriel Doyle +3 more
2010ACM Multimedia1,390 citations
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Hilbert Space Embeddings and Metrics on Probability Measures
Bharath K. Sriperumbudur, A. Gretton, K. Fukumizu, B. Schölkopf +1 more
2009Journal of machine learning research893 citations
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Universality, Characteristic Kernels and RKHS Embedding of Measures
Bharath K. Sriperumbudur, K. Fukumizu, Gert R. G. Lanckriet
2010Journal of machine learning research625 citations
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Semantic Annotation and Retrieval of Music and Sound Effects
D. Turnbull, Luke Barrington, David A. Torres, Gert R. G. Lanckriet
2008IEEE Transactions on Audio, Speech, and Language Processing571 citations Open access
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On the Convergence of the Concave-Convex Procedure
Gert R. G. Lanckriet, Bharath K. Sriperumbudur
2009Neural Information Processing Systems532 citations
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On the Role of Correlation and Abstraction in Cross-Modal Multimedia Retrieval
Jose Costa Pereira, E. Coviello, Gabriel Doyle, Nikhil Rasiwasia +3 more
2014IEEE Transactions on Pattern Analysis and Machine Intelligence404 citations Open access
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Metric Learning to Rank
Brian McFee, Gert R. G. Lanckriet
2010International Conference on Machine Learning368 citations
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On the empirical estimation of integral probability metrics
Bharath K. Sriperumbudur, K. Fukumizu, A. Gretton, B. Schölkopf +1 more
2012351 citations Open access
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A random forest classifier for the prediction of energy expenditure and type of physical activity from wrist and hip accelerometers
Katherine Ellis, J. Kerr, Suneeta Godbole, Gert R. G. Lanckriet +2 more
2014Physiological Measurement332 citations Open access
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Recognizing Detailed Human Context in the Wild from Smartphones and Smartwatches
Yonatan Vaizman, Katherine Ellis, Gert R. G. Lanckriet
2016IEEE pervasive computing329 citations Open access
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A critical assessment of Mus musculus gene function prediction using integrated genomic evidence
L. Peña-Castillo, M. Taşan, Chad L. Myers, Hyunju Lee +36 more
2008Genome Biology254 citations Open access
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Kernel Choice and Classifiability for RKHS Embeddings of Probability Distributions
K. Fukumizu, A. Gretton, Gert R. G. Lanckriet, B. Schölkopf +1 more
2009Neural Information Processing Systems251 citations
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On integral probability metrics, φ-divergences and binary classification
Bharath K. Sriperumbudur, K. Fukumizu, A. Gretton, B. Schölkopf +1 more
2009226 citations
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Non-linear Metric Learning
Dor Kedem, Stephen Tyree, F. Sha, Gert R. G. Lanckriet +1 more
2012Neural Information Processing Systems206 citations
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Injective Hilbert Space Embeddings of Probability Measures
Bharath K. Sriperumbudur, A. Gretton, K. Fukumizu, Gert R. G. Lanckriet +1 more
2008Annual Conference Computational Learning Theory182 citations
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Hip and Wrist Accelerometer Algorithms for Free-Living Behavior Classification
Katherine Ellis, J. Kerr, Suneeta Godbole, J. Staudenmayer +1 more
2016Medicine & Science in Sports & Exercise176 citations Open access
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Learning Content Similarity for Music Recommendation
Brian McFee, Luke Barrington, Gert R. G. Lanckriet
2011IEEE Transactions on Audio, Speech, and Language Processing167 citations Open access
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Learning Multi-modal Similarity
Brian McFee, Gert R. G. Lanckriet
2010Journal of machine learning research158 citations
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Smarter than Genius? Human Evaluation of Music Recommender Systems
Luke Barrington, Reid Oda, Gert R. G. Lanckriet
2009International Society for Music Information Retrieval Conference134 citations
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Five Approaches to Collecting Tags for Music
Douglas R. Turnbull, Luke Barrington, Gert R. G. Lanckriet
2008International Society for Music Information Retrieval Conference125 citations
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User-centered design of a social game to tag music
Luke Barrington, D. O'Malley, D. Turnbull, Gert R. G. Lanckriet
2009AAAI Conference on Human Computation & Crowdsourcing121 citations
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The Natural Language of Playlists
Brian McFee, Gert R. G. Lanckriet
2011International Society for Music Information Retrieval Conference120 citations
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Identifying Active Travel Behaviors in Challenging Environments Using GPS, Accelerometers, and Machine Learning Algorithms
Katherine Ellis, Suneeta Godbole, Simon J. Marshall, Gert R. G. Lanckriet +2 more
2014Frontiers in Public Health119 citations Open access
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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
2018International Conference on Human Factors in Computing Systems113 citations
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Robust Structural Metric Learning
Daryl Lim, Gert R. G. Lanckriet, Brian McFee
2013International Conference on Machine Learning99 citations
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Hypergraph Models of Playlist Dialects
Brian McFee, Gert R. G. Lanckriet
2012International Society for Music Information Retrieval Conference96 citations
Semantic Scholar
Twitter-Based Detection of Illegal Online Sale of Prescription Opioid
T. Mackey, Janani Kalyanam, Takeo Katsuki, Gert R. G. Lanckriet
2017American Journal of Public Health94 citations Open access
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Exploring trends of nonmedical use of prescription drugs and polydrug abuse in the Twittersphere using unsupervised machine learning.
Janani Kalyanam, Takeo Katsuki, Gert R. G. Lanckriet, T. Mackey
2017Addictive Behaviours93 citations Open access
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Multi-class object localization by combining local contextual interactions
C. Galleguillos, Brian McFee, Serge J. Belongie, Gert R. G. Lanckriet
20102010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition93 citations
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A Supervised Approach for Detecting Boundaries in Music Using Difference Features and Boosting
D. Turnbull, Gert R. G. Lanckriet, E. Pampalk, Masataka Goto
2007International Society for Music Information Retrieval Conference88 citations
Semantic Scholar
Clustering hidden Markov models with variational HEM
E. Coviello, Antoni B. Chan, Gert R. G. Lanckriet
2012Journal of machine learning research84 citations
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Combining audio content and social context for semantic music discovery
D. Turnbull, Luke Barrington, Gert R. G. Lanckriet, Mehrdad Yazdani
2009Annual International ACM SIGIR Conference on Research and Development in Information Retrieval82 citations
Semantic Scholar
Context Recognition In-the-Wild
Yonatan Vaizman, Nadir Weibel, Gert R. G. Lanckriet
2018Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies81 citations
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The million song dataset challenge
Brian McFee, Thierry Bertin-Mahieux, D. Ellis, Gert R. G. Lanckriet
2012The Web Conference79 citations
Semantic Scholar
Objective Assessment of Physical Activity: Classifiers for Public Health
J. Kerr, R. Patterson, Katherine Ellis, Suneeta Godbole +3 more
2016Medicine & Science in Sports & Exercise72 citations Open access
Semantic Scholar
A Proof of Convergence of the Concave-Convex Procedure Using Zangwill's Theory
Bharath K. Sriperumbudur, Gert R. G. Lanckriet
2012Neural Computation71 citations
Semantic Scholar
Technical supplement to \Consistent probabilistic outputs for protein function prediction"
Guillaume Obozinski, Gert R. G. Lanckriet, Charles E. Grant, Michael I. Jordan +1 more
200867 citations
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Time Series Models for Semantic Music Annotation
E. Coviello, Antoni B. Chan, Gert R. G. Lanckriet
2011IEEE Transactions on Audio, Speech, and Language Processing62 citations
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Modeling Music as a Dynamic Texture
Luke Barrington, Antoni B. Chan, Gert R. G. Lanckriet
2010IEEE Transactions on Audio, Speech, and Language Processing61 citations
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Efficient Learning of Mahalanobis Metrics for Ranking
Daryl Lim, Gert R. G. Lanckriet
2014International Conference on Machine Learning57 citations
Semantic Scholar
Clustering Dynamic Textures with the Hierarchical EM Algorithm for Modeling Video
Adeel Mumtaz, E. Coviello, Gert R. G. Lanckriet, Antoni B. Chan
2013IEEE Transactions on Pattern Analysis and Machine Intelligence57 citations Open access
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Codebook-Based Audio Feature Representation for Music Information Retrieval
Yonatan Vaizman, Brian McFee, Gert R. G. Lanckriet
2013IEEE/ACM Transactions on Audio Speech and Language Processing57 citations Open access
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Partial order embedding with multiple kernels
Brian McFee, Gert R. G. Lanckriet
2009International Conference on Machine Learning55 citations
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Top-N Recommendation with Missing Implicit Feedback
Daryl Lim, Julian McAuley, Gert R. G. Lanckriet
2015ACM Conference on Recommender Systems51 citations
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Crowdsourcing the Unknown: The Satellite Search for Genghis Khan
A. Lin, Andrew Huynh, Gert R. G. Lanckriet, Luke Barrington
2014PLoS ONE51 citations Open access
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Heterogeneous Embedding for Subjective Artist Similarity
Brian McFee, Gert R. G. Lanckriet
2009International Society for Music Information Retrieval Conference51 citations
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Combining Feature Kernels for Semantic Music Retrieval
Luke Barrington, Mehrdad Yazdani, D. Turnbull, Gert R. G. Lanckriet
2008International Society for Music Information Retrieval Conference48 citations
Semantic Scholar
Non-parametric estimation of integral probability metrics
Bharath K. Sriperumbudur, K. Fukumizu, A. Gretton, B. Scholkopf +1 more
20102010 IEEE International Symposium on Information Theory47 citations
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Learning Similarity from Collaborative Filters
Brian McFee, Luke Barrington, Gert R. G. Lanckriet
2010International Society for Music Information Retrieval Conference47 citations
Semantic Scholar
Multi-sensor physical activity recognition in free-living
Katherine Ellis, J. Kerr, Suneeta Godbole, Gert R. G. Lanckriet
2014UbiComp Adjunct46 citations Open access
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