Oren Barkan

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

Representation Learning via Variational Bayesian Networks.

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[DOI]

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

GAM: Explainable Visual Similarity and Classification via Gradient Activation Maps.

[BibT_eX]

[DOI]

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

Self-Supervised Document Similarity Ranking via Contextualized Language Models and Hierarchical Inference.

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[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

2020

RecoBERT: A Catalog Language Model for Text-Based Recommendations.

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[DOI]

CoRR, 2020

Explainable Recommendations via Attentive Multi-Persona Collaborative Filtering.

[BibT_eX]

[DOI]

Proceedings of the RecSys 2020: Fourteenth ACM Conference on Recommender Systems, 2020

Cold Item Recommendations via Hierarchical Item2vec.

[BibT_eX]

[DOI]

Proceedings of the 20th IEEE International Conference on Data Mining, 2020

Neural Attentive Multiview Machines.

[BibT_eX]

[DOI]

Ori Katz

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Attentive Item2vec: Neural Attentive User Representations.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Optimizing BERT for Unlabeled Text-Based Items Similarity.

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[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

Within-Between Lexical Relation Classification.

[BibT_eX]

[DOI]

Avi Caciularu

Ido Dagan

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Bayesian Hierarchical Words Representation Learning.

[BibT_eX]

[DOI]

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Scalable Attentive Sentence Pair Modeling via Distilled Sentence Embedding.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

InverSynth: Deep Estimation of Synthesizer Parameter Configurations From Audio Signals.

[BibT_eX]

[DOI]

IEEE ACM Trans. Audio Speech Lang. Process., 2019

Multiscale Self Attentive Convolutions for Vision and Language Modeling.

[BibT_eX]

[DOI]

CoRR, 2019

When actions speak louder than clicks: a combined model of purchase probability and long-term customer satisfaction.

[BibT_eX]

[DOI]

Gal Lavee

Proceedings of the 13th ACM Conference on Recommender Systems, 2019

CB2CF: a neural multiview content-to-collaborative filtering model for completely cold item recommendations.

[BibT_eX]

[DOI]

Proceedings of the 13th ACM Conference on Recommender Systems, 2019

Deep Synthesizer Parameter Estimation.

[BibT_eX]

[DOI]

David Tsiris

Proceedings of the IEEE International Conference on Acoustics, 2019

2018

Topics in Representation Learning

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[DOI]

PhD thesis, 2018

2017

A Mathematical Model for Adaptive Computed Tomography Sensing.

[BibT_eX]

[DOI]

IEEE Trans. Computational Imaging, 2017

Predicting Relevance Scores for Triples from Type-Like Relations using Neural Embedding - The Cabbage Triple Scorer at WSDM Cup 2017.

[BibT_eX]

[DOI]

CoRR, 2017

Groove Radio: A Bayesian Hierarchical Model for Personalized Playlist Generation.

[BibT_eX]

[DOI]

Proceedings of the Tenth ACM International Conference on Web Search and Data Mining, 2017

Bayesian Neural Word Embedding.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016

The Deep Journey from Content to Collaborative Filtering.

[BibT_eX]

[DOI]

Eylon Yogev

CoRR, 2016

Modelling Session Activity with Neural Embedding.

[BibT_eX]

[DOI]

Yael Brumer

Proceedings of the Poster Track of the 10th ACM Conference on Recommender Systems (RecSys 2016), 2016

Gaussian process regression for out-of-sample extension.

[BibT_eX]

[DOI]

Jonathan Weill

Amir Averbuch

Proceedings of the 26th IEEE International Workshop on Machine Learning for Signal Processing, 2016

ITEM2VEC: Neural item embedding for collaborative filtering.

[BibT_eX]

[DOI]

Proceedings of the 26th IEEE International Workshop on Machine Learning for Signal Processing, 2016

Robust mixture models for anomaly detection.

[BibT_eX]

[DOI]

Amir Averbuch

Proceedings of the 26th IEEE International Workshop on Machine Learning for Signal Processing, 2016

2013

Evaluation of speech-based protocol for detection of early-stage dementia.

[BibT_eX]

[DOI]

Proceedings of the 14th Annual Conference of the International Speech Communication Association, 2013

On leveraging conversational data for building a text dependent speaker verification system.

[BibT_eX]

[DOI]

Proceedings of the 14th Annual Conference of the International Speech Communication Association, 2013

Fast High Dimensional Vector Multiplication Face Recognition.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision, 2013

Diffusion maps for PLDA-based speaker verification.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2013

Adaptive Compressed Tomography Sensing.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

2012

A Mathematical Model for Extremely Low Dose Adaptive Computed Tomography Acquisition.

[BibT_eX]

[DOI]

Proceedings of the Mathematical Methods for Curves and Surfaces, 2012

Efficient approximated i-vector extraction.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

2011

New Developments in Joint Factor Analysis for Speaker Verification.

[BibT_eX]

[DOI]