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ORCIDYehuda Koren
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- affiliation: AT&T Inc
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2020 – today
- 2022
[c48]Steffen Rendle, Walid Krichene, Li Zhang, Yehuda Koren:
Revisiting the Performance of iALS on Item Recommendation Benchmarks. RecSys 2022: 427-435- [r3]Yehuda Koren, Steffen Rendle, Robert M. Bell:
Advances in Collaborative Filtering. Recommender Systems Handbook 2022: 91-142 - 2021
- [i4]Steffen Rendle, Walid Krichene, Li Zhang, Yehuda Koren:
Revisiting the Performance of iALS on Item Recommendation Benchmarks. CoRR abs/2110.14037 (2021) - [i3]Steffen Rendle, Walid Krichene, Li Zhang, Yehuda Koren:
iALS++: Speeding up Matrix Factorization with Subspace Optimization. CoRR abs/2110.14044 (2021)
2010 – 2019
- 2019
- [i2]Steffen Rendle, Li Zhang, Yehuda Koren:
On the Difficulty of Evaluating Baselines: A Study on Recommender Systems. CoRR abs/1905.01395 (2019) - 2015
- [r2]Yehuda Koren, Robert M. Bell:
Advances in Collaborative Filtering. Recommender Systems Handbook 2015: 77-118 - 2014
- [e4]Alfred Kobsa, Michelle X. Zhou, Martin Ester, Yehuda Koren:
Eighth ACM Conference on Recommender Systems, RecSys '14, Foster City, Silicon Valley, CA, USA - October 06 - 10, 2014. ACM 2014, ISBN 978-1-4503-2668-1 [contents] - 2013
- [c47]Yehuda Koren, Joseph Sill:
Collaborative Filtering on Ordinal User Feedback. IJCAI 2013: 3022-3026 - [c46]Noam Koenigstein
, Yehuda Koren:
Towards scalable and accurate item-oriented recommendations. RecSys 2013: 419-422 - [c45]Nadav Golbandi, Liran Katzir, Yehuda Koren, Ronny Lempel:
Expediting search trend detection via prediction of query counts. WSDM 2013: 295-304 - [e3]Inderjit S. Dhillon, Yehuda Koren, Rayid Ghani, Ted E. Senator, Paul Bradley, Rajesh Parekh, Jingrui He, Robert L. Grossman, Ramasamy Uthurusamy:
The 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD 2013, Chicago, IL, USA, August 11-14, 2013. ACM 2013, ISBN 978-1-4503-2174-7 [contents] - 2012
- [j18]Gideon Dror, Noam Koenigstein, Yehuda Koren:
Web-Scale Media Recommendation Systems. Proc. IEEE 100(9): 2722-2736 (2012) - [j17]Charles Elkan, Yehuda Koren:
Guest Editorial for Special Issue KDD'10. ACM Trans. Knowl. Discov. Data 5(4): 18:1-18:2 (2012) - [c44]Guy Halawi, Gideon Dror, Evgeniy Gabrilovich, Yehuda Koren:
Large-scale learning of word relatedness with constraints. KDD 2012: 1406-1414 - [c43]Michal Aharon, Amit Kagian, Ronny Lempel, Yehuda Koren:
Dynamic personalized recommendation of comment-eliciting stories. RecSys 2012: 209-212 - [c42]Natalie Aizenberg, Yehuda Koren, Oren Somekh:
Build your own music recommender by modeling internet radio streams. WWW 2012: 1-10 - [c41]Erez Shmueli, Amit Kagian, Yehuda Koren, Ronny Lempel:
Care to comment?: recommendations for commenting on news stories. WWW 2012: 429-438 - [c40]Gideon Dror, Noam Koenigstein, Yehuda Koren, Markus Weimer:
The Yahoo! Music Dataset and KDD-Cup '11. KDD Cup 2012: 8-18 - [e2]Gideon Dror, Yehuda Koren, Markus Weimer:
Proceedings of KDD Cup 2011 competition, San Diego, CA, USA, 2011. JMLR Proceedings 18, JMLR.org 2012 [contents] - 2011
- [c39]Yehuda Koren, Edo Liberty, Yoelle Maarek, Roman Sandler:
Automatically tagging email by leveraging other users' folders. KDD 2011: 913-921 - [c38]Gideon Dror, Yehuda Koren, Yoelle Maarek, Idan Szpektor:
I want to answer; who has a question?: Yahoo! answers recommender system. KDD 2011: 1109-1117 - [c37]Yehuda Koren, Joe Sill:
OrdRec: an ordinal model for predicting personalized item rating distributions. RecSys 2011: 117-124 - [c36]Noam Koenigstein, Gideon Dror, Yehuda Koren:
Yahoo! music recommendations: modeling music ratings with temporal dynamics and item taxonomy. RecSys 2011: 165-172 - [c35]Nadav Golbandi, Yehuda Koren, Ronny Lempel:
Adaptive bootstrapping of recommender systems using decision trees. WSDM 2011: 595-604 - [p1]Yehuda Koren, Robert M. Bell:
Advances in Collaborative Filtering. Recommender Systems Handbook 2011: 145-186 - 2010
- [j16]Yehuda Koren:
Collaborative filtering with temporal dynamics. Commun. ACM 53(4): 89-97 (2010) - [j15]Yehuda Koren:
Factor in the neighbors: Scalable and accurate collaborative filtering. ACM Trans. Knowl. Discov. Data 4(1): 1:1-1:24 (2010) - [c34]Nadav Golbandi, Yehuda Koren, Ronny Lempel:
On bootstrapping recommender systems. CIKM 2010: 1805-1808 - [c33]Paolo Cremonesi, Yehuda Koren, Roberto Turrin:
Performance of recommender algorithms on top-n recommendation tasks. RecSys 2010: 39-46 - [c32]Peter Brusilovsky, Iván Cantador, Yehuda Koren, Tsvi Kuflik, Markus Weimer:
Workshop on information heterogeneity and fusion in recommender systems (HetRec 2010). RecSys 2010: 375-376 - [e1]Peter Brusilovsky, Iván Cantador, Yehuda Koren, Tsvi Kuflik, Markus Weimer:
Proceedings of the 1st International Workshop on Information Heterogeneity and Fusion in Recommender Systems, HetRec '10, Barcelona, Spain, September 26, 2010. ACM 2010, ISBN 978-1-4503-0407-8 [contents]
2000 – 2009
- 2009
- [j14]Yehuda Koren, Robert M. Bell, Chris Volinsky:
Matrix Factorization Techniques for Recommender Systems. Computer 42(8): 30-37 (2009) - [j13]Tim Dwyer, Yehuda Koren, Kim Marriott:
Constrained graph layout by stress majorization and gradient projection. Discret. Math. 309(7): 1895-1908 (2009) - [c31]Yifan Hu, Yehuda Koren:
Extending the spring-electrical model to overcome warping effects. PacificVis 2009: 129-136 - [c30]Yehuda Koren:
Collaborative filtering with temporal dynamics. KDD 2009: 447-456 - [c29]Don Conry, Yehuda Koren, Naren Ramakrishnan:
Recommender systems for the conference paper assignment problem. RecSys 2009: 357-360 - [r1]Hanghang Tong, Yehuda Koren, Christos Faloutsos:
Direction-Aware Proximity on Graphs. Encyclopedia of Data Warehousing and Mining 2009: 646-653 - [i1]Don Conry, Yehuda Koren, Naren Ramakrishnan:
Recommender Systems for the Conference Paper Assignment Problem. CoRR abs/0906.4044 (2009) - 2008
- [c28]Yehuda Koren, Ali Civril:
The Binary Stress Model for Graph Drawing. GD 2008: 193-205 - [c27]Yifan Hu, Yehuda Koren, Chris Volinsky:
Collaborative Filtering for Implicit Feedback Datasets. ICDM 2008: 263-272 - [c26]Yehuda Koren:
Factorization meets the neighborhood: a multifaceted collaborative filtering model. KDD 2008: 426-434 - [c25]Yehuda Koren:
Tutorial on recent progress in collaborative filtering. RecSys 2008: 333-334 - 2007
- [j12]Robert M. Bell, Yehuda Koren:
Lessons from the Netflix prize challenge. SIGKDD Explor. 9(2): 75-79 (2007) - [j11]Yehuda Koren, Stephen C. North, Chris Volinsky:
Measuring and extracting proximity graphs in networks. ACM Trans. Knowl. Discov. Data 1(3): 12 (2007) - [c24]Robert M. Bell, Yehuda Koren:
Scalable Collaborative Filtering with Jointly Derived Neighborhood Interpolation Weights. ICDM 2007: 43-52 - [c23]Robert M. Bell, Yehuda Koren, Chris Volinsky:
Modeling relationships at multiple scales to improve accuracy of large recommender systems. KDD 2007: 95-104 - [c22]Hanghang Tong, Christos Faloutsos, Yehuda Koren:
Fast direction-aware proximity for graph mining. KDD 2007: 747-756 - 2006
- [j10]Tim Dwyer, Yehuda Koren, Kim Marriott:
Drawing Directed Graphs Using Quadratic Programming. IEEE Trans. Vis. Comput. Graph. 12(4): 536-548 (2006) - [j9]Tim Dwyer, Yehuda Koren, Kim Marriott:
IPSep-CoLa: An Incremental Procedure for Separation Constraint Layout of Graphs. IEEE Trans. Vis. Comput. Graph. 12(5): 821-828 (2006) - [c21]Emden R. Gansner, Yehuda Koren:
Improved Circular Layouts. GD 2006: 386-398 - [c20]Yehuda Koren, Stephen C. North, Chris Volinsky:
Measuring and extracting proximity in networks. KDD 2006: 245-255 - 2005
- [j8]Yehuda Koren, David Harel:
One-dimensional layout optimization, with applications to graph drawing by axis separation. Comput. Geom. 32(2): 115-138 (2005) - [j7]Craig Gotsman, Yehuda Koren:
Distributed Graph Layout for Sensor Networks. J. Graph Algorithms Appl. 9(3): 327-346 (2005) - [j6]Emden R. Gansner, Yehuda Koren, Stephen C. North:
Topological Fisheye Views for Visualizing Large Graphs. IEEE Trans. Vis. Comput. Graph. 11(4): 457-468 (2005) - [c19]Tim Dwyer, Yehuda Koren, Kim Marriott:
Stress Majorization with Orthogonal Ordering Constraints. GD 2005: 141-152 - [c18]Tim Dwyer, Yehuda Koren:
DIG-COLA: Directed Graph Layout through Constrained Energy Minimization. INFOVIS 2005: 65-72 - 2004
- [j5]David Harel, Yehuda Koren:
Graph Drawing by High-Dimensional Embedding. J. Graph Algorithms Appl. 8(2): 195-214 (2004) - [j4]Liran Carmel, David Harel, Yehuda Koren:
Combining Hierarchy and Energy Drawing Directed Graphs. IEEE Trans. Vis. Comput. Graph. 10(1): 46-57 (2004) - [j3]Yehuda Koren, Liran Carmel:
Robust Linear Dimensionality Reduction. IEEE Trans. Vis. Comput. Graph. 10(4): 459-470 (2004) - [c17]Emden R. Gansner, Yehuda Koren, Stephen C. North:
Graph Drawing by Stress Majorization. GD 2004: 239-250 - [c16]Craig Gotsman, Yehuda Koren:
Distributed Graph Layout for Sensor Networks. GD 2004: 273-284 - [c15]Emden R. Gansner, Yehuda Koren, Stephen C. North:
Topological Fisheye Views for Visualizing Large Graphs. INFOVIS 2004: 175-182 - [c14]Yehuda Koren:
Graph Drawing by Subspace Optimization. VisSym 2004: 65-74 - 2003
- [j2]Yehuda Koren, Liran Carmel, David Harel:
Drawing Huge Graphs by Algebraic Multigrid Optimization. Multiscale Model. Simul. 1(4): 645-673 (2003) - [c13]Yehuda Koren:
On Spectral Graph Drawing. COCOON 2003: 496-508 - [c12]Yehuda Koren, David Harel:
Axis-by-Axis Stress Minimization. GD 2003: 450-459 - [c11]Yehuda Koren, Liran Carmel:
Visualization of Labeled Data Using Linear Transformations. INFOVIS 2003 - [c10]Yehuda Koren, David Harel:
A two-way visualization method for clustered data. KDD 2003: 589-594 - 2002
- [j1]David Harel, Yehuda Koren:
A Fast Multi-Scale Method for Drawing Large Graphs. J. Graph Algorithms Appl. 6(3): 179-202 (2002) - [c9]David Harel, Yehuda Koren:
Drawing graphs with non-uniform vertices. AVI 2002: 157-166 - [c8]Liran Carmel, David Harel, Yehuda Koren:
Drawing Directed Graphs Using One-Dimensional Optimization. GD 2002: 193-206 - [c7]David Harel, Yehuda Koren:
Graph Drawing by High-Dimensional Embedding. GD 2002: 207-219 - [c6]Yehuda Koren, Liran Carmel, David Harel:
ACE: A Fast Multiscale Eigenvectors Computation for Drawing Huge Graphs. INFOVIS 2002: 137-144 - [c5]Yehuda Koren, David Harel:
A Multi-scale Algorithm for the Linear Arrangement Problem. WG 2002: 296-309 - 2001
- [c4]David Harel, Yehuda Koren:
On Clustering Using Random Walks. FSTTCS 2001: 18-41 - [c3]David Harel, Yehuda Koren:
Clustering spatial data using random walks. KDD 2001: 281-286 - 2000
- [c2]David Harel, Yehuda Koren:
A Fast Multi-Scale Method for Drawing Large Graphs. Advanced Visual Interfaces 2000: 282-285 - [c1]David Harel, Yehuda Koren:
A Fast Multi-scale Method for Drawing Large Graphs. GD 2000: 183-196
Coauthor Index
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