Yehuda Koren

发表

Extending the spring-electrical model to overcome warping effects

Yifan Hu, Yehuda Koren, Y. Koren, 2009, 2009 IEEE Pacific Visualization Symposium.

Lessons from the Netflix prize challenge

Yehuda Koren, Robert M. Bell, Robert M. Bell, 2007, SKDD.

I want to answer; who has a question?: Yahoo! answers recommender system

Idan Szpektor, Yehuda Koren, Yoelle Maarek, 2011, KDD.

Direction-Aware Proximity on Graphs

Christos Faloutsos, Hanghang Tong, Yehuda Koren, 2009, Encyclopedia of Data Warehousing and Mining.

Web-Scale Media Recommendation Systems

Yehuda Koren, Gideon Dror, Noam Koenigstein, 2012, Proceedings of the IEEE.

Recommender Systems Handbook

Yehuda Koren, Robert M. Bell, Robert M. Bell, 2011, Recommender Systems Handbook.

Tutorial on recent progress in collaborative filtering

Yehuda Koren, 2008, RecSys '08.

Build your own music recommender by modeling internet radio streams

Yehuda Koren, Oren Somekh, Natalie Aizenberg, 2012, WWW.

On the Difficulty of Evaluating Baselines: A Study on Recommender Systems pdf

Yehuda Koren, Steffen Rendle, Li Zhang, 2019, ArXiv.

Constrained graph layout by stress majorization and gradient projection

Kim Marriott, Yehuda Koren, Tim Dwyer, 2009, Discret. Math..

Proceedings of the 8th ACM Conference on Recommender systems

Alfred Kobsa, Martin Ester, Michelle X. Zhou, 2014, RecSys 2014.

Dynamic personalized recommendation of comment-eliciting stories

Yehuda Koren, Michal Aharon, Ronny Lempel, 2012, RecSys '12.

A Fast Multi-scale Method for Drawing Large Graphs

David Harel, Yehuda Koren, 2000, Graph Drawing.

Distributed Graph Layout for Sensor Networks

Craig Gotsman, Yehuda Koren, 2004, Graph Drawing.

The Binary Stress Model for Graph Drawing

Yehuda Koren, Ali Çivril, Y. Koren, 2009, GD.

Guest Editorial for Special Issue KDD’10

Charles Elkan, Yehuda Koren, 2012, TKDD.

Fast direction-aware proximity for graph mining

Christos Faloutsos, Hanghang Tong, Yehuda Koren, 2007, KDD '07.

Improved Circular Layouts

Yehuda Koren, Emden R. Gansner, Y. Koren, 2006, GD.

Visualizing and Classifying Odors Using a Similar-ity Matrix

David Harel, Yehuda Koren, Liran Carmel, 2002 .

Lessons learned from contests in data mining

Tie-Yan Liu, Charles Elkan, Yehuda Koren, 2011, KDD 2011.

A Composite of Heterogeneous Sources Recommenders (CHR)

Jingyu Sun, Jason Weston, Xiangnan He, 2020 .

Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining

Robert L. Grossman, Rajesh Parekh, Rayid Ghani, 2013, KDD 2013.

Measuring and extracting proximity in networks

Yehuda Koren, Chris Volinsky, Stephen C. North, 2006, KDD '06.

The Yahoo! Music Dataset and KDD-Cup '11

Yehuda Koren, Markus Weimer, Gideon Dror, 2012, KDD Cup.

Performance of recommender algorithms on top-n recommendation tasks

Roberto Turrin, Yehuda Koren, Paolo Cremonesi, 2010, RecSys '10.

Visualization of labeled data using linear transformations

Yehuda Koren, Liran Carmel, Y. Koren, 2003, IEEE Symposium on Information Visualization 2003 (IEEE Cat. No.03TH8714).

Workshop on information heterogeneity and fusion in recommender systems (HetRec 2010)

Tsvi Kuflik, Peter Brusilovsky, Yehuda Koren, 2010, RecSys '10.

Factorization meets the neighborhood: a multifaceted collaborative filtering model

Yehuda Koren, Y. Koren, 2008, KDD.

Advances in Collaborative Filtering

Yehuda Koren, Robert M. Bell, Robert M. Bell, 2011, Recommender Systems Handbook.

Drawing graphs with non-uniform vertices

David Harel, Yehuda Koren, Y. Koren, 2002, AVI '02.

One-dimensional layout optimization, with applications to graph drawing by axis separation

David Harel, Yehuda Koren, Y. Koren, 2005, Comput. Geom..

Graph Drawing by Stress Majorization

Yehuda Koren, Emden R. Gansner, Stephen C. North, 2004, GD.

Proceedings of the Twenty-Third International Joint Conference on Artificial Intelligence Collaborative Filtering on Ordinal User Feedback ∗

Yehuda Koren, Joseph Sill, 2022 .

Adaptive bootstrapping of recommender systems using decision trees

Yehuda Koren, Nadav Golbandi, Ronny Lempel, 2011, WSDM '11.

Measuring and extracting proximity graphs in networks

Yehuda Koren, Chris Volinsky, Stephen C. North, 2007, TKDD.

Care to comment?: recommendations for commenting on news stories

Yehuda Koren, Erez Shmueli, Ronny Lempel, 2012, WWW.

On bootstrapping recommender systems

Yehuda Koren, Nadav Golbandi, Ronny Lempel, 2010, CIKM.

Proceedings of the 2nd KDD Workshop on Large-Scale Recommender Systems and the Netflix Prize Competition

Yehuda Koren, Alexander Tuzhilin, 2008, KDD 2008.

Topological Fisheye Views for Visualizing Large Graphs

Yehuda Koren, Emden R. Gansner, Stephen C. North, 2005, IEEE Trans. Vis. Comput. Graph..

Stress Majorization with Orthogonal Ordering Constraints

Kim Marriott, Yehuda Koren, Tim Dwyer, 2005, Graph Drawing.

Clustering spatial data using random walks

David Harel, Yehuda Koren, Y. Koren, 2001, KDD '01.

Dig-CoLa: directed graph layout through constrained energy minimization

Yehuda Koren, Tim Dwyer, Y. Koren, 2005, IEEE Symposium on Information Visualization, 2005. INFOVIS 2005..

Expediting search trend detection via prediction of query counts

Yehuda Koren, Liran Katzir, Nadav Golbandi, 2013, WSDM '13.

All Together Now: A Perspective on the Netflix Prize

Yehuda Koren, Chris Volinsky, Robert M. Bell, 2010 .

Recommender systems for the conference paper assignment problem pdf

Naren Ramakrishnan, Yehuda Koren, Don Conry, 2009, RecSys '09.

Improved Neighborhood-based Collaborative Filtering

Yehuda Koren, Robert M. Bell, Robert M. Bell, 2007 .

Towards scalable and accurate item-oriented recommendations

Yehuda Koren, Noam Koenigstein, Y. Koren, 2013, RecSys.

Matrix Factorization Techniques for Recommender Systems

Yehuda Koren, Chris Volinsky, Robert Bell, 2009, Computer.

Combining Hierarchy and Energy for Drawing Directed Graphs

David Harel, Yehuda Koren, Liran Carmel, 2003 .

The BellKor solution to the Netflix Prize

Yehuda Koren, Chris Volinsky, Robert M. Bell, 2007 .

Ieee Transactions on Visualization and Computer Graphics Robust Linear Dimensionality Reduction

Yehuda Koren, Liran Carmel, Y. Koren, 2022 .

Advances in Collaborative Filtering

Yehuda Koren, Robert M. Bell, 2011, Recommender Systems Handbook.

A fast multi-scale method for drawing large graphs

David Harel, Yehuda Koren, Y. Koren, 2000, AVI '00.

On Spectral Graph Drawing

Yehuda Koren, Y. Koren, 2003, COCOON.

Automatically tagging email by leveraging other users' folders

Edo Liberty, Yehuda Koren, Yoelle Maarek, 2011, KDD.

Drawing Directed Graphs Using One-Dimensional Optimization

David Harel, Yehuda Koren, Liran Carmel, 2002, Graph Drawing.

Yahoo! music recommendations: modeling music ratings with temporal dynamics and item taxonomy

Yehuda Koren, Gideon Dror, Noam Koenigstein, 2011, RecSys '11.

Topological fisheye views for visualizing large graphs

Yehuda Koren, Emden R. Gansner, Stephen C. North, 2004, IEEE Transactions on Visualization and Computer Graphics.

ACE: a fast multiscale eigenvectors computation for drawing huge graphs

David Harel, Yehuda Koren, Liran Carmel, 2002, IEEE Symposium on Information Visualization, 2002. INFOVIS 2002..

Factor in the neighbors: Scalable and accurate collaborative filtering

Yehuda Koren, Y. Koren, 2010, TKDD.

Scalable Collaborative Filtering with Jointly Derived Neighborhood Interpolation Weights

Yehuda Koren, Robert M Bell, Robert M. Bell, 2007, Seventh IEEE International Conference on Data Mining (ICDM 2007).

Graph drawing by subspace optimization

Yehuda Koren, 2004, VISSYM'04.

Topological Fisheye Views for Visualizing Large Graphs

Yehuda Koren, Emden R. Gansner, Stephen C. North, 2004 .

Drawing Huge Graphs by Algebraic Multigrid Optimization

David Harel, Yehuda Koren, Liran Carmel, 2003, Multiscale Model. Simul..

IPSep-CoLa: An Incremental Procedure for Separation Constraint Layout of Graphs

Kim Marriott, Yehuda Koren, Tim Dwyer, 2006, IEEE Transactions on Visualization and Computer Graphics.

OrdRec: an ordinal model for predicting personalized item rating distributions

Yehuda Koren, Joseph Sill, Y. Koren, 2011, RecSys '11.

Large-scale learning of word relatedness with constraints

Evgeniy Gabrilovich, Yehuda Koren, Gideon Dror, 2012, KDD.

Axis-by-Axis Stress Minimization

David Harel, Yehuda Koren, Y. Koren, 2003, GD.

Proceedings of the 1st International Workshop on Information Heterogeneity and Fusion in Recommender Systems

Tsvi Kuflik, Peter Brusilovsky, Yehuda Koren, 2010, RecSys 2010.

Collaborative Filtering for Implicit Feedback Datasets

Yifan Hu, Yehuda Koren, Chris Volinsky, 2008, 2008 Eighth IEEE International Conference on Data Mining.

RecSys'11 - Proceedings of the 5th ACM Conference on Recommender Systems: Foreword

Dietmar Jannach, Gediminas Adomavicius, Robin Burke, 2011, ACM Conference on Recommender Systems.

A Multi-scale Algorithm for the Linear Arrangement Problem

David Harel, Yehuda Koren, Y. Koren, 2002, WG.

Collaborative filtering with temporal dynamics

Yehuda Koren, Y. Koren, 2009, KDD.

A two-way visualization method for clustered data

David Harel, Yehuda Koren, Y. Koren, 2003, KDD '03.

On Clustering Using Random Walks

David Harel, Yehuda Koren, Y. Koren, 2001, FSTTCS.

Graph Drawing by High-Dimensional Embedding

David Harel, Yehuda Koren, Y. Koren, 2002, J. Graph Algorithms Appl..

Drawing directed graphs using quadratic programming

Kim Marriott, Yehuda Koren, Tim Dwyer, 2006, IEEE Transactions on Visualization and Computer Graphics.

The BellKor Solution to the Netflix Grand Prize

Yehuda Koren, Y. Koren, 2009 .

Modeling relationships at multiple scales to improve accuracy of large recommender systems

Yehuda Koren, Chris Volinsky, Robert M. Bell, 2007, KDD '07.

Revisiting the Performance of iALS on Item Recommendation Benchmarks pdf

Walid Krichene, Yehuda Koren, Steffen Rendle, 2021, RecSys.

iALS++: Speeding up Matrix Factorization with Subspace Optimization pdf

Walid Krichene, Yehuda Koren, Steffen Rendle, 2021, ArXiv.

One-Dimensional Graph Drawing : Part II — Axis-by-Axis Stress Minimization

Yehuda Koren, 2003 .

PATCHWORK : Efficient Localization for Sensor Networks by Distributed Global Optimization

Craig Gotsman, Yehuda Koren, Mirela Ben-Chen, 2005 .

One-Dimensional Graph Drawing : Part I — Drawing Graphs by Axis Separation

David Harel, Yehuda Koren, 2003 .