2022

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Interpreting BERT-based Text Similarity via Activation and Saliency Maps
Itzik Malkiel | Dvir Ginzburg | Oren Barkan | Avi Caciularu | Jonathan Weill | Noam Koenigstein
WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022

2021

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Grad-SAM: Explaining Transformers via Gradient Self-Attention Maps
Oren Barkan | Edan Hauon | Avi Caciularu | Ori Katz | Itzik Malkiel | Omri Armstrong | Noam Koenigstein
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021

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Anchor-based Collaborative Filtering
Oren Barkan | Roy Hirsch | Ori Katz | Avi Caciularu | Noam Koenigstein
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021

doi dblp
Representation Learning via Variational Bayesian Networks
Oren Barkan | Avi Caciularu | Idan Rejwan | Ori Katz | Jonathan Weill | Itzik Malkiel | Noam Koenigstein
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021

doi dblp
GAM: Explainable Visual Similarity and Classification via Gradient Activation Maps
Oren Barkan | Omri Armstrong | Amir Hertz | Avi Caciularu | Ori Katz | Itzik Malkiel | Noam Koenigstein
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021

2017

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Groove Radio: A Bayesian Hierarchical Model for Personalized Playlist Generation
Shay Ben-Elazar | Gal Lavee | Noam Koenigstein | Oren Barkan | Hilik Berezin | Ulrich Paquet | Tal Zaccai
Proceedings of the Tenth ACM International Conference on Web Search and Data Mining, WSDM 2017, Cambridge, United Kingdom, February 6-10, 2017

2016

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Beyond Collaborative Filtering: The List Recommendation Problem
Oren Sar Shalom | Noam Koenigstein | Ulrich Paquet | Hastagiri P. Vanchinathan
Proceedings of the 25th International Conference on World Wide Web, WWW 2016, Montreal, Canada, April 11 - 15, 2016

2013

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One-class collaborative filtering with random graphs
Ulrich Paquet | Noam Koenigstein
22nd International World Wide Web Conference, WWW '13, Rio de Janeiro, Brazil, May 13-17, 2013

2012

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Efficient retrieval of recommendations in a matrix factorization framework
Noam Koenigstein | Parikshit Ram | Yuval Shavitt
21st ACM International Conference on Information and Knowledge Management, CIKM'12, Maui, HI, USA, October 29 - November 02, 2012

2010

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On the Applicability of Peer-to-peer Data in Music Information Retrieval Research
Noam Koenigstein | Yuval Shavitt | Ela Weinsberg | Udi Weinsberg
Proceedings of the 11th International Society for Music Information Retrieval Conference, ISMIR 2010, Utrecht, Netherlands, August 9-13, 2010

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Collaborative Filtering Based on P2P Networks
Noam Koenigstein | Gert R. G. Lanckriet | Brian McFee | Yuval Shavitt
Proceedings of the 11th International Society for Music Information Retrieval Conference, ISMIR 2010, Utrecht, Netherlands, August 9-13, 2010

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What's Hot? Estimating Country-specific Artist Popularity
Markus Schedl | Tim Pohle | Noam Koenigstein | Peter Knees
Proceedings of the 11th International Society for Music Information Retrieval Conference, ISMIR 2010, Utrecht, Netherlands, August 9-13, 2010

2009

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Song Ranking based on Piracy in Peer-to-Peer Networks
Noam Koenigstein | Yuval Shavitt
Proceedings of the 10th International Society for Music Information Retrieval Conference, ISMIR 2009, Kobe International Conference Center, Kobe, Japan, October 26-30, 2009