Publications

2025

Maya Bechler-Speicher, Andrea Zerio, Maor Huri, Marie Vibeke Vestergaard, Ran Gilad-Bachrach, Tine Jess, Samir Bhatt, Aleksejs Sazonovs

Graph Mixing Additive Networks

arxiv

Idit Lachover-Roth, Daniel Sarusi, Neta Biran, Noreen Abd-Elkader, Anat Cohen-Engler, Yossi Rosman, Saray Sity-Harel, Ronit Confino-Cohen, Ran Gilad-Bachrach, Tzipi Hornik-Lurie

Understanding Food Allergy Risk Factors: Current Knowledge and Recent Advances Using a Large Retrospective Cohort Analysis

International Archives of Allergy and Immunology

Irena Girshovitz, Atai Ambus, Moni Shahar, Ran Gilad-Bachrach

Medical Data Pecking: A Context-Aware Approach for Automated Quality Evaluation of Structured Medical Data

arXiv preprint arXiv:2507.02628

Andrea Zerio, Maya Bechler-Speicher, Maor Huri, Marie Vibeke Vestergaard, Ran Gilad-Bachrach, Tine Jess, Samir Bhatt, Aleksejs Sazonovs

Interpretable Graph Learning Over Sets of Temporally-Sparse Data

arXiv preprint arXiv:2505.19193

Gilad Yehudai, Clayton Sanford, Maya Bechler-Speicher, Orr Fischer, Ran Gilad-Bachrach, Amir Globerson

Depth-width tradeoffs in algorithmic reasoning of graph tasks with transformers

arXiv preprint arXiv:2503.01805

Maya Bechler-Speicher, Moshe Eliasof, Carola-Bibiane Schönlieb, Ran Gilad-Bachrach, Amir Globerson

Towards Invariance to Node Identifiers in Graph Neural Networks

arXiv preprint arXiv:2502.13660

Dor Atias, Saar Ashri, Uri Goldbourt, Yael Benyamini, Ran Gilad-Bachrach, Tal Hasin, Yariv Gerber, Uri Obolski

Machine learning in epidemiology: an introduction, comparison with traditional methods, and a case study of predicting extreme longevity

Annals of Epidemiology

2024

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2023

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2022

Yonatan E. Brand, Dafna Schwartz, Eran Gazit, Aron S. Buchman, Ran Gilad-Bachrach and Jeffrey M. Hausdorff

Gait Detection from a Wrist-Worn Sensor Using Machine Learning Methods: A Daily Living Study in Older Adults and People with Parkinson’s Disease

Sensors

Maya Bechler-Speicher, Amir Globerson, Ran Gilad-Bachrach

Graph Trees with Attention

arXiv:2207.02760

Nimrod Harel, Ran Gilad-Bachrach, Uri Obolski

Inherent Inconsistencies of Feature Importance

arXiv:2206.08204

Pierre Laforgue, Giulia Clerici, Nicol`o Cesa-Bianchi, Ran Gilad-Bachrach

A Last Switch Dependent Analysis of Satiation and Seasonality in Bandits

The 25th International Conference on
Artificial Intelligence and Statistics (AIStats)

2021

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2020

Amnon Catav, Boyang Fu, Jason Ernst, Sriram Sankararaman, Ran Gilad-Bachrach

Marginal Contribution Feature Importance -- an Axiomatic Approach for The Natural Case

arXiv:2010.07910, 2020

Brit Youngmann, Elad Yom-Tov, Ran Gilad-Bachrach, Danny Karmon

The Automated Copywriter: Algorithmic Rephrasing of Health-Related Advertisements to Improve their Performance

WWW'20

2019

Gilad-Bachrach, Ran; Laine, Kim; Lauter, Kristin E.; Rindal, Peter & Rosulek, Mike

Secure Data Exchange: A Marketplace in the Cloud

{ACM} {SIGSAC} Conference on Cloud Computing Security Workshop (CCSW@CCS), 2019

Brutzkus, Alon; Gilad-Bachrach, Ran & Elisha, Oren

Low Latency Privacy Preserving Inference

36th International Conference on Machine Learning (ICML), 2019

Vainas, Oded; Bar-Ilan, Ori; David, Yossi Ben; Gilad-Bachrach, Ran; Lukin, Galit; Ronen, Meitar; Shillo, Roi & Sitton, Daniel

E-Gotsky: Sequencing Content using the Zone of Proximal Development

arXiv:1904.12268 , 2019

Youngmann, Brit; Gilad-Bachrach, Ran; Karmon, Danny & Yom-Tov, Elad

The Automated Copywriter: Algorithmic Rephrasing of Health-Related Advertisements to Improve their Performance

arXiv:1910.12274, 2019

Vainas, Oded; David, Yossi Ben; Gilad-Bachrach, Ran; Ronen, Meitar; Bar-Ilan, Ori; Shillo, Roi; Lukin, Galit & Sitton, Daniel

Staying in the Zone: Sequencing Content in Classrooms Based on the Zone of Proximal Development

12th International Conference on Educational Data Mining (EDM), 2019

2018

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2017

Maya Bechler-Speicher, Andrea Zerio, Maor Huri, Marie Vibeke Vestergaard, Ran Gilad-Bachrach, Tine Jess, Samir Bhatt, Aleksejs Sazonovs

Graph Mixing Additive Networks

arxiv

Idit Lachover-Roth, Daniel Sarusi, Neta Biran, Noreen Abd-Elkader, Anat Cohen-Engler, Yossi Rosman, Saray Sity-Harel, Ronit Confino-Cohen, Ran Gilad-Bachrach, Tzipi Hornik-Lurie

Understanding Food Allergy Risk Factors: Current Knowledge and Recent Advances Using a Large Retrospective Cohort Analysis

International Archives of Allergy and Immunology

Irena Girshovitz, Atai Ambus, Moni Shahar, Ran Gilad-Bachrach

Medical Data Pecking: A Context-Aware Approach for Automated Quality Evaluation of Structured Medical Data

arXiv preprint arXiv:2507.02628

Andrea Zerio, Maya Bechler-Speicher, Maor Huri, Marie Vibeke Vestergaard, Ran Gilad-Bachrach, Tine Jess, Samir Bhatt, Aleksejs Sazonovs

Interpretable Graph Learning Over Sets of Temporally-Sparse Data

arXiv preprint arXiv:2505.19193

2016

Gilad-Bachrach, Ran; Laine, Kim; Lauter, Kristin E.; Rindal, Peter & Rosulek, Mike

Secure Data Exchange: A Marketplace in the Cloud

ePrint:620, 2016

Gilad-Bachrach, Ran; Dowlin, Nathan; Laine, Kim; Lauter, Kristin E.; Naehrig, Michael & Wernsing, John

CryptoNets: Applying Neural Networks to Encrypted Data with High Throughput and Accuracy

33nd International Conference on Machine Learning (ICML), 2016

Rahman, Tauhidur; Czerwinski, Mary; Gilad-Bachrach, Ran & Johns, Paul

Predicting About-to-Eat" Moments for Just-in-Time Eating Intervention"

6th International Conference on Digital Health Conference (DH), 2016

Slovák, Petr; Frauenberger, Christopher; Gilad-Bachrach, Ran; Doces, Mia; Smith, Brian; Kamb, Rachel; Rowan, Kael & Fitzpatrick, Geraldine

Scaffolding the scaffolding: Supporting children\textquestiondowns social-emotional learning at home

19th {ACM} Conference on Computer-Supported Cooperative Work & Social Computing (CSCW), 2016

Czerwinski, Mary; Gilad-Bachrach, Ran; Iqbal, Shamsi T. & Mark, Gloria

Challenges for designing notifications for affective computing systems

{ACM} International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp), 2016

2015

Rashmi, K. V. & Gilad-Bachrach, Ran

DART: Dropouts meet Multiple Additive Regression Trees

arXiv:1505.01866, 2015

Rashmi, Korlakai Vinayak & Gilad-Bachrach, Ran

DART: Dropouts meet Multiple Additive Regression Trees

8th International Conference on Artificial Intelligence and Statistics (AISTATS), 2015

Slovák, Petr; Gilad-Bachrach, Ran & Fitzpatrick, Geraldine

Designing Social and Emotional Skills Training: The Challenges and Opportunities for Technology Support

33rd Annual {ACM} Conference on Human Factors in Computing Systems (CHI), 2015

2014

Bachrach, Yoram; Finkelstein, Yehuda; Gilad-Bachrach, Ran; Katzir, Liran; Koenigstein, Noam; Nice, Nir & Paquet, Ulrich

Speeding up the Xbox recommender system using a euclidean transformation for inner-product spaces

Eighth {ACM} Conference on Recommender Systems (RecSys), 2014

Xie, Pengtao; Bilenko, Misha; Finley, Tom; Gilad-Bachrach, Ran; Lauter, Kristin E. & Naehrig, Michael

Crypto-Nets: Neural Networks over Encrypted Data

arXiv:1412.6181, 2014

Paredes, Pablo; Gilad-Bachrach, Ran; Czerwinski, Mary; Roseway, Asta; Rowan, Kael & Hernandez, Javier

PopTherapy: coping with stress through pop-culture

International Conference on Pervasive Computing Technologies for Healthcare (PervasiveHealth), 2014

2013

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2012

Dekel, Ofer; Gilad-Bachrach, Ran; Shamir, Ohad & Xiao, Lin

Optimal Distributed Online Prediction Using Mini-Batches

The Journal of Machine Learning Research (JMLR) 13, 2012

Gabel, Moshe; Schuster, Assaf; Gilad-Bachrach, Ran & Bj{\o}rner, Nikolaj

Latent fault detection in large scale services

{IEEE/IFIP} International Conference on Dependable Systems and Networks (DSN) 2012

Raman, Karthik; Svore, Krysta M.; Gilad-Bachrach, Ran & Burges, Christopher J. C.

Learning from mistakes: towards a correctable learning algorithm

21st {ACM} International Conference on Information and Knowledge Management (CIKM), 2012

Gabel, Moshe; Gilad-Bachrach, Ran; Renshaw, Erin & Schuster, Assaf

Full body gait analysis with Kinect

Annual International Conference of the {IEEE} Engineering in Medicine and Biology Society (EMBC), 2012

Thai, Trang; DeJean, Gerald & Gilad-Bachrach, Ran

Confined intra-arm communication for medical applications

Wireless Health (WH), 2012

2011

Dekel, Ofer; Gilad-Bachrach, Ran; Shamir, Ohad & Xiao, Lin

Optimal Distributed Online Prediction

28th International Conference on Machine Learning (ICML), 2011

Ponnuswami, Ashok Kumar; Pattabiraman, Kumaresh; Wu, Qiang; Gilad-Bachrach, Ran & Kanungo, Tapas

On composition of a federated web search result page: using online users to provide pairwise preference for heterogeneous verticals

4th International Conference on Web Search and Web Data Mining (WSDM), 2011

1997-2010

Maya Bechler-Speicher, Andrea Zerio, Maor Huri, Marie Vibeke Vestergaard, Ran Gilad-Bachrach, Tine Jess, Samir Bhatt, Aleksejs Sazonovs

Graph Mixing Additive Networks

arxiv

Idit Lachover-Roth, Daniel Sarusi, Neta Biran, Noreen Abd-Elkader, Anat Cohen-Engler, Yossi Rosman, Saray Sity-Harel, Ronit Confino-Cohen, Ran Gilad-Bachrach, Tzipi Hornik-Lurie

Understanding Food Allergy Risk Factors: Current Knowledge and Recent Advances Using a Large Retrospective Cohort Analysis

International Archives of Allergy and Immunology

Irena Girshovitz, Atai Ambus, Moni Shahar, Ran Gilad-Bachrach

Medical Data Pecking: A Context-Aware Approach for Automated Quality Evaluation of Structured Medical Data

arXiv preprint arXiv:2507.02628

Andrea Zerio, Maya Bechler-Speicher, Maor Huri, Marie Vibeke Vestergaard, Ran Gilad-Bachrach, Tine Jess, Samir Bhatt, Aleksejs Sazonovs

Interpretable Graph Learning Over Sets of Temporally-Sparse Data

arXiv preprint arXiv:2505.19193