Yehuda Koren

Steffen Rendle

Proceedings of the Recommender Systems Handbook, 2022

Revisiting the Performance of iALS on Item Recommendation Benchmarks.

[BibT_eX]

[DOI]

Proceedings of the RecSys '22: Sixteenth ACM Conference on Recommender Systems, Seattle, WA, USA, September 18, 2022

2021

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

[BibT_eX]

[DOI]

CoRR, 2021

2019

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

[BibT_eX]

[DOI]

Steffen Rendle

Li Zhang

CoRR, 2019

2015

Advances in Collaborative Filtering.

[BibT_eX]

[DOI]

Proceedings of the Recommender Systems Handbook, 2015

2013

Expediting search trend detection via prediction of query counts.

[BibT_eX]

[DOI]

Proceedings of the Sixth ACM International Conference on Web Search and Data Mining, 2013

Towards scalable and accurate item-oriented recommendations.

[BibT_eX]

[DOI]

Noam Koenigstein

Proceedings of the Seventh ACM Conference on Recommender Systems, 2013

Collaborative Filtering on Ordinal User Feedback.

[BibT_eX]

[DOI]

Joseph Sill

Proceedings of the IJCAI 2013, 2013

2012

Guest Editorial for Special Issue KDD'10.

[BibT_eX]

[DOI]

Charles Elkan

ACM Trans. Knowl. Discov. Data, 2012

Web-Scale Media Recommendation Systems.

[BibT_eX]

[DOI]

Gideon Dror

Noam Koenigstein

Proc. IEEE, 2012

The Yahoo! Music Dataset and KDD-Cup '11.

[BibT_eX]

[DOI]

Proceedings of KDD Cup 2011 competition, San Diego, CA, USA, 2011, 2012

Care to comment?: recommendations for commenting on news stories.

[BibT_eX]

[DOI]

Proceedings of the 21st World Wide Web Conference 2012, 2012

Build your own music recommender by modeling internet radio streams.

[BibT_eX]

[DOI]

Natalie Aizenberg

Oren Somekh

Proceedings of the 21st World Wide Web Conference 2012, 2012

Dynamic personalized recommendation of comment-eliciting stories.

[BibT_eX]

[DOI]

Proceedings of the Sixth ACM Conference on Recommender Systems, 2012

Large-scale learning of word relatedness with constraints.

[BibT_eX]

[DOI]

Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012

2011

Advances in Collaborative Filtering.

[BibT_eX]

[DOI]

Proceedings of the Recommender Systems Handbook, 2011

Adaptive bootstrapping of recommender systems using decision trees.

[BibT_eX]

[DOI]

Nadav Golbandi

Ronny Lempel

Proceedings of the Forth International Conference on Web Search and Web Data Mining, 2011

OrdRec: an ordinal model for predicting personalized item rating distributions.

[BibT_eX]

[DOI]

Joe Sill

Proceedings of the 2011 ACM Conference on Recommender Systems, 2011

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

[BibT_eX]

[DOI]

Noam Koenigstein

Gideon Dror

Proceedings of the 2011 ACM Conference on Recommender Systems, 2011

Automatically tagging email by leveraging other users' folders.

[BibT_eX]

[DOI]

Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011

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

[BibT_eX]

[DOI]

Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011

2010

Factor in the neighbors: Scalable and accurate collaborative filtering.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2010

Collaborative filtering with temporal dynamics.

[BibT_eX]

[DOI]

Commun. ACM, 2010

Performance of recommender algorithms on top-n recommendation tasks.

[BibT_eX]

[DOI]

Paolo Cremonesi

Roberto Turrin

Proceedings of the 2010 ACM Conference on Recommender Systems, 2010

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

[BibT_eX]

[DOI]

Proceedings of the 2010 ACM Conference on Recommender Systems, 2010

On bootstrapping recommender systems.

[BibT_eX]

[DOI]

Nadav Golbandi

Ronny Lempel

Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010

2009

Direction-Aware Proximity on Graphs.

[BibT_eX]

[DOI]

Hanghang Tong

Christos Faloutsos

Proceedings of the Encyclopedia of Data Warehousing and Mining, Second Edition (4 Volumes), 2009

Constrained graph layout by stress majorization and gradient projection.

[BibT_eX]

[DOI]

Discret. Math., 2009

Matrix Factorization Techniques for Recommender Systems.

[BibT_eX]

[DOI]

Computer, 2009

Recommender systems for the conference paper assignment problem.

[BibT_eX]

[DOI]

Don Conry

Naren Ramakrishnan

Proceedings of the 2009 ACM Conference on Recommender Systems, 2009

Extending the spring-electrical model to overcome warping effects.

[BibT_eX]

[DOI]

Yifan Hu

Proceedings of the IEEE Pacific Visualization Symposium PacificVis 2009, 2009

2008

Tutorial on recent progress in collaborative filtering.

[BibT_eX]

[DOI]

Proceedings of the 2008 ACM Conference on Recommender Systems, 2008

Factorization meets the neighborhood: a multifaceted collaborative filtering model.

[BibT_eX]

[DOI]

Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2008

Collaborative Filtering for Implicit Feedback Datasets.

[BibT_eX]

[DOI]

Yifan Hu

Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

The Binary Stress Model for Graph Drawing.

[BibT_eX]

[DOI]

Ali Civril

Proceedings of the Graph Drawing, 16th International Symposium, 2008

2007

Measuring and extracting proximity graphs in networks.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2007

Lessons from the Netflix prize challenge.

[BibT_eX]

[DOI]

SIGKDD Explor., 2007

Fast direction-aware proximity for graph mining.

[BibT_eX]

[DOI]

Hanghang Tong

Christos Faloutsos

Proceedings of the 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2007

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

[BibT_eX]

[DOI]

Proceedings of the 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2007

Scalable Collaborative Filtering with Jointly Derived Neighborhood Interpolation Weights.

[BibT_eX]

[DOI]

Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007

2006

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

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., 2006

Drawing Directed Graphs Using Quadratic Programming.

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., 2006

Measuring and extracting proximity in networks.

[BibT_eX]

[DOI]

Proceedings of the Twelfth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2006

Improved Circular Layouts.

[BibT_eX]

[DOI]

Emden R. Gansner

Proceedings of the Graph Drawing, 14th International Symposium, 2006

2005

Topological Fisheye Views for Visualizing Large Graphs.

[BibT_eX]

[DOI]

Emden R. Gansner

IEEE Trans. Vis. Comput. Graph., 2005

Distributed Graph Layout for Sensor Networks.

[BibT_eX]

[DOI]

Craig Gotsman

J. Graph Algorithms Appl., 2005

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

[BibT_eX]

[DOI]

Comput. Geom., 2005

DIG-COLA: Directed Graph Layout through Constrained Energy Minimization.

[BibT_eX]

[DOI]

Proceedings of the IEEE Symposium on Information Visualization (InfoVis 2005), 2005

Stress Majorization with Orthogonal Ordering Constraints.

[BibT_eX]

[DOI]

Proceedings of the Graph Drawing, 13th International Symposium, 2005

2004

Robust Linear Dimensionality Reduction.

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., 2004

Combining Hierarchy and Energy Drawing Directed Graphs.

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., 2004

Graph Drawing by High-Dimensional Embedding.

[BibT_eX]

[DOI]

J. Graph Algorithms Appl., 2004

Graph Drawing by Subspace Optimization.

[BibT_eX]

[DOI]

Proceedings of the 6th Joint Eurographics - IEEE TCVG Symposium on Visualization, 2004

Graph Drawing by Stress Majorization.

[BibT_eX]

[DOI]

Emden R. Gansner

Proceedings of the Graph Drawing, 12th International Symposium, 2004

2003

Drawing Huge Graphs by Algebraic Multigrid Optimization.

[BibT_eX]

[DOI]

Multiscale Model. Simul., 2003

A two-way visualization method for clustered data.

[BibT_eX]

[DOI]

Proceedings of the Ninth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 24, 2003

Visualization of Labeled Data Using Linear Transformations.

[BibT_eX]

[DOI]

Proceedings of the 9th IEEE Symposium on Information Visualization (InfoVis 2003), 2003

Axis-by-Axis Stress Minimization.

[BibT_eX]

[DOI]

Proceedings of the Graph Drawing, 11th International Symposium, 2003

On Spectral Graph Drawing.

[BibT_eX]

[DOI]

Proceedings of the Computing and Combinatorics, 9th Annual International Conference, 2003

2002

A Fast Multi-Scale Method for Drawing Large Graphs.

[BibT_eX]

[DOI]

J. Graph Algorithms Appl., 2002

A Multi-scale Algorithm for the Linear Arrangement Problem.

[BibT_eX]

[DOI]

Proceedings of the Graph-Theoretic Concepts in Computer Science, 2002

ACE: A Fast Multiscale Eigenvectors Computation for Drawing Huge Graphs.

[BibT_eX]

[DOI]

Proceedings of the 2002 IEEE Symposium on Information Visualization (InfoVis 2002), 27 October, 2002

Drawing Directed Graphs Using One-Dimensional Optimization.

[BibT_eX]

[DOI]

Proceedings of the Graph Drawing, 10th International Symposium, 2002

Drawing graphs with non-uniform vertices.

[BibT_eX]

[DOI]

Proceedings of the Working Conference on Advanced Visual Interfaces, 2002

2001

Clustering spatial data using random walks.

[BibT_eX]

[DOI]

Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining, 2001

On Clustering Using Random Walks.

[BibT_eX]

[DOI]