Noam Koenigstein

2025

2024

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A Learning-based Approach for Explaining Language Models.

Oren Barkan|Yonatan Toib|Yehonatan Elisha|Noam Koenigstein

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, CIKM 2024, Boise, ID, USA, October 21-25, 2024

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Probabilistic Path Integration with Mixture of Baseline Distributions.

Yehonatan Elisha|Oren Barkan|Noam Koenigstein

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, CIKM 2024, Boise, ID, USA, October 21-25, 2024

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A Counterfactual Framework for Learning and Evaluating Explanations for Recommender Systems.

Oren Barkan|Veronika Bogina|Liya Gurevitch|Yuval Asher|Noam Koenigstein

Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, May 13-17, 2024

2023

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Deep Integrated Explanations.

Oren Barkan|Yehonatan Elisha|Jonathan Weill|Yuval Asher|Amit Eshel|Noam Koenigstein

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023

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Harnessing GPT for Topic-Based Call Segmentation in Microsoft Dynamics 365 Sales.

Itzik Malkiel|Uri Alon|Yakir Yehuda|Shahar Keren|Oren Barkan|Royi Ronen|Noam Koenigstein

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023

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Inversynth II: Sound Matching via Self-Supervised Synthesizer-Proxy and Inference-Time Finetuning.

Oren Barkan|Shlomi Shvartzman|Noy Uzrad|Moshe Laufer|Almog Elharar|Noam Koenigstein

Proceedings of the 24th International Society for Music Information Retrieval Conference, ISMIR 2023, Milan, Italy, November 5-9, 2023.

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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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

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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

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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

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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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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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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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