Yehuda Koren

Publication Activity (10 Years)

Years Active: 2000-2022
Publications (10 Years): 4

Top Topics

Item Recommendation

Matrix Factorization

Recommender Systems

Collaborative Filtering

Top Venues

Publications

Steffen Rendle, Walid Krichene, Li Zhang, Yehuda Koren
Revisiting the Performance of iALS on Item Recommendation Benchmarks. RecSys (2022)
Steffen Rendle, Walid Krichene, Li Zhang, Yehuda Koren
Revisiting the Performance of iALS on Item Recommendation Benchmarks. CoRR (2021)
Steffen Rendle, Walid Krichene, Li Zhang, Yehuda Koren
iALS++: Speeding up Matrix Factorization with Subspace Optimization. CoRR (2021)
Steffen Rendle, Li Zhang, Yehuda Koren
On the Difficulty of Evaluating Baselines: A Study on Recommender Systems. CoRR (2019)
Nadav Golbandi, Liran Katzir, Yehuda Koren, Ronny Lempel
Expediting search trend detection via prediction of query counts. WSDM (2013)
Yehuda Koren, Joseph Sill
Collaborative Filtering on Ordinal User Feedback. IJCAI (2013)
Noam Koenigstein, Yehuda Koren
Towards scalable and accurate item-oriented recommendations. RecSys (2013)
Gideon Dror, Noam Koenigstein, Yehuda Koren
Web-Scale Media Recommendation Systems. Proc. IEEE 100 (9) (2012)
Guy Halawi, Gideon Dror, Evgeniy Gabrilovich, Yehuda Koren
Large-scale learning of word relatedness with constraints. KDD (2012)
Natalie Aizenberg, Yehuda Koren, Oren Somekh
Build your own music recommender by modeling internet radio streams. WWW (2012)
Erez Shmueli, Amit Kagian, Yehuda Koren, Ronny Lempel
Care to comment?: recommendations for commenting on news stories. WWW (2012)
Gideon Dror, Noam Koenigstein, Yehuda Koren, Markus Weimer
The Yahoo! Music Dataset and KDD-Cup '11. KDD Cup (2012)
Charles Elkan, Yehuda Koren
Guest Editorial for Special Issue KDD'10. ACM Trans. Knowl. Discov. Data 5 (4) (2012)
Michal Aharon, Amit Kagian, Ronny Lempel, Yehuda Koren
Dynamic personalized recommendation of comment-eliciting stories. RecSys (2012)
Yehuda Koren, Joe Sill
OrdRec: an ordinal model for predicting personalized item rating distributions. RecSys (2011)
Nadav Golbandi, Yehuda Koren, Ronny Lempel
Adaptive bootstrapping of recommender systems using decision trees. WSDM (2011)
Noam Koenigstein, Gideon Dror, Yehuda Koren
Yahoo! music recommendations: modeling music ratings with temporal dynamics and item taxonomy. RecSys (2011)
Yehuda Koren, Edo Liberty, Yoelle Maarek, Roman Sandler
Automatically tagging email by leveraging other users' folders. KDD (2011)
Gideon Dror, Yehuda Koren, Yoelle Maarek, Idan Szpektor
I want to answer; who has a question?: Yahoo! answers recommender system. KDD (2011)
Nadav Golbandi, Yehuda Koren, Ronny Lempel
On bootstrapping recommender systems. CIKM (2010)
Paolo Cremonesi, Yehuda Koren, Roberto Turrin
Performance of recommender algorithms on top-n recommendation tasks. RecSys (2010)
Yehuda Koren
Factor in the neighbors: Scalable and accurate collaborative filtering. ACM Trans. Knowl. Discov. Data 4 (1) (2010)
Peter Brusilovsky, Iván Cantador, Yehuda Koren, Tsvi Kuflik, Markus Weimer
Workshop on information heterogeneity and fusion in recommender systems (HetRec 2010). RecSys (2010)
Yehuda Koren
Collaborative filtering with temporal dynamics. Commun. ACM 53 (4) (2010)
Don Conry, Yehuda Koren, Naren Ramakrishnan
Recommender systems for the conference paper assignment problem. RecSys (2009)
Yehuda Koren, Robert M. Bell, Chris Volinsky
Matrix Factorization Techniques for Recommender Systems. Computer 42 (8) (2009)
Yifan Hu, Yehuda Koren
Extending the spring-electrical model to overcome warping effects. PacificVis (2009)
Yehuda Koren
Collaborative filtering with temporal dynamics. KDD (2009)
Tim Dwyer, Yehuda Koren, Kim Marriott
Constrained graph layout by stress majorization and gradient projection. Discret. Math. 309 (7) (2009)
Don Conry, Yehuda Koren, Naren Ramakrishnan
Recommender Systems for the Conference Paper Assignment Problem CoRR (2009)
Yifan Hu, Yehuda Koren, Chris Volinsky
Collaborative Filtering for Implicit Feedback Datasets. ICDM (2008)
Yehuda Koren
Tutorial on recent progress in collaborative filtering. RecSys (2008)
Yehuda Koren, Ali Civril
The Binary Stress Model for Graph Drawing. Graph Drawing (2008)
Yehuda Koren
Factorization meets the neighborhood: a multifaceted collaborative filtering model. KDD (2008)
Robert M. Bell, Yehuda Koren
Scalable Collaborative Filtering with Jointly Derived Neighborhood Interpolation Weights. ICDM (2007)
Hanghang Tong, Christos Faloutsos, Yehuda Koren
Fast direction-aware proximity for graph mining. KDD (2007)
Yehuda Koren, Stephen C. North, Chris Volinsky
Measuring and extracting proximity graphs in networks. ACM Trans. Knowl. Discov. Data 1 (3) (2007)
Robert M. Bell, Yehuda Koren, Chris Volinsky
Modeling relationships at multiple scales to improve accuracy of large recommender systems. KDD (2007)
Robert M. Bell, Yehuda Koren
Lessons from the Netflix prize challenge. SIGKDD Explor. 9 (2) (2007)
Tim Dwyer, Yehuda Koren, Kim Marriott
Drawing Directed Graphs Using Quadratic Programming. IEEE Trans. Vis. Comput. Graph. 12 (4) (2006)
Yehuda Koren, Stephen C. North, Chris Volinsky
Measuring and extracting proximity in networks. KDD (2006)
Emden R. Gansner, Yehuda Koren
Improved Circular Layouts. Graph Drawing (2006)
Tim Dwyer, Yehuda Koren, Kim Marriott
IPSep-CoLa: An Incremental Procedure for Separation Constraint Layout of Graphs. IEEE Trans. Vis. Comput. Graph. 12 (5) (2006)
Emden R. Gansner, Yehuda Koren, Stephen C. North
Topological Fisheye Views for Visualizing Large Graphs. IEEE Trans. Vis. Comput. Graph. 11 (4) (2005)
Yehuda Koren, David Harel
One-dimensional layout optimization, with applications to graph drawing by axis separation. Comput. Geom. 32 (2) (2005)
Craig Gotsman, Yehuda Koren
Distributed Graph Layout for Sensor Networks. J. Graph Algorithms Appl. 9 (3) (2005)
Tim Dwyer, Yehuda Koren, Kim Marriott
Stress Majorization with Orthogonal Ordering Constraints. Graph Drawing (2005)
Tim Dwyer, Yehuda Koren
DIG-COLA: Directed Graph Layout through Constrained Energy Minimization. INFOVIS (2005)
Yehuda Koren
Graph Drawing by Subspace Optimization. VisSym (2004)
David Harel, Yehuda Koren
Graph Drawing by High-Dimensional Embedding. J. Graph Algorithms Appl. 8 (2) (2004)
Emden R. Gansner, Yehuda Koren, Stephen C. North
Graph Drawing by Stress Majorization. Graph Drawing (2004)
Liran Carmel, David Harel, Yehuda Koren
Combining Hierarchy and Energy Drawing Directed Graphs. IEEE Trans. Vis. Comput. Graph. 10 (1) (2004)
Emden R. Gansner, Yehuda Koren, Stephen C. North
Topological Fisheye Views for Visualizing Large Graphs. INFOVIS (2004)
Craig Gotsman, Yehuda Koren
Distributed Graph Layout for Sensor Networks. Graph Drawing (2004)
Yehuda Koren, Liran Carmel
Robust Linear Dimensionality Reduction. IEEE Trans. Vis. Comput. Graph. 10 (4) (2004)
Yehuda Koren
On Spectral Graph Drawing. COCOON (2003)
Yehuda Koren, David Harel
Axis-by-Axis Stress Minimization. Graph Drawing (2003)
Yehuda Koren, Liran Carmel, David Harel
Drawing Huge Graphs by Algebraic Multigrid Optimization. Multiscale Model. Simul. 1 (4) (2003)
Yehuda Koren, David Harel
A two-way visualization method for clustered data. KDD (2003)
Yehuda Koren, Liran Carmel
Visualization of Labeled Data Using Linear Transformations. INFOVIS (2003)
David Harel, Yehuda Koren
A Fast Multi-Scale Method for Drawing Large Graphs. J. Graph Algorithms Appl. 6 (3) (2002)
David Harel, Yehuda Koren
Graph Drawing by High-Dimensional Embedding. Graph Drawing (2002)
Yehuda Koren, David Harel
A Multi-scale Algorithm for the Linear Arrangement Problem. WG (2002)
Liran Carmel, David Harel, Yehuda Koren
Drawing Directed Graphs Using One-Dimensional Optimization. Graph Drawing (2002)
Yehuda Koren, Liran Carmel, David Harel
ACE: A Fast Multiscale Eigenvectors Computation for Drawing Huge Graphs. INFOVIS (2002)
David Harel, Yehuda Koren
Drawing graphs with non-uniform vertices. AVI (2002)
David Harel, Yehuda Koren
Clustering spatial data using random walks. KDD (2001)
David Harel, Yehuda Koren
On Clustering Using Random Walks. FSTTCS (2001)
David Harel, Yehuda Koren
A Fast Multi-scale Method for Drawing Large Graphs. Graph Drawing (2000)
David Harel, Yehuda Koren
A Fast Multi-Scale Method for Drawing Large Graphs. Advanced Visual Interfaces (2000)