Personal information

machine learning, homomorphic encryption, behavioral change
Israel

Biography

Ran Gilad-Bachrach is a machine learning researcher working on theory and applications of machine learning, especially for mental and physical health.

Activities

Employment (3)

Microsoft Research: Redmond, WA, US

Employment
Source: Self-asserted source
Ran Gilad-Bachrach

Tel Aviv University: Tel Aviv, IL

2019-10-01 to present (Faculty Of Engineering)
Employment
Source: check_circle
Tel Aviv University

Tel Aviv University: N/A, IL

2019-10-01 to present | Academic, Associate Professor, Associate Professor (Department of Bio-Medical Engineering)
Employment
Source: check_circle
Tel Aviv University (TAU)

Education and qualifications (1)

Hebrew University of Jerusalem: Jerusalem, Jerusalem, IL

Ph.D.
Education
Source: Self-asserted source
Ran Gilad-Bachrach

Works (50 of 69)

Items per page:
Page 1 of 2

Graph Neural Networks Use Graphs When They Shouldn't

Proceedings of Machine Learning Research
2024 | Journal article | Author
SOURCE-WORK-ID:

34044b65-ab61-4917-8183-86008b621940

EID:

2-s2.0-85203831629

Contributors: Maya Bechler-Speicher; Ido Amos; Ran Gilad-Bachrach; Amir Globerson
Source: check_circle
Tel Aviv University (TAU)

Lost in Translation

Cardozo Arts & Entertainment Law Journal
2024 | Journal article | Author
SOURCE-WORK-ID:

9f1bdfc3-4538-4fb5-b170-638b715a19d5

Contributors: Hofit Wasserman-Rozen; Ran Gilad-Bachrach; Niva Elkin-koren
Source: check_circle
Tel Aviv University (TAU)

Tighter Bounds on the Information Bottleneck with Application to Deep Learning

arXiv
2024 | Other
EID:

2-s2.0-85185767879

Part of ISSN: 23318422
Contributors: Weingarten, N.; Yakhini, Z.; Butman, M.; Gilad-Bachrach, R.
Source: Self-asserted source
Ran Gilad-Bachrach via Scopus - Elsevier

Impact of Long-COVID in children

Child and Adolescent Psychiatry and Mental Health
2024-12 | Journal article | Author
SOURCE-WORK-ID:

e31e1294-c92b-4d1f-bd6e-2ecfe5a6b30c

EID:

2-s2.0-85190455686

Contributors: Ziv Hersh; Yiska Loewenberg Weisband; Ariel Bogan; Adir Leibovich; Uri Obolski; Daniel Nevo; Ran Gilad-Bachrach
Source: check_circle
Tel Aviv University (TAU)

Impact of body mass index and examination type on utilization of screening programs

Preventive Medicine
2024-08 | Journal article | Author
SOURCE-WORK-ID:

c64c559e-1046-4121-b3dc-6f11a6cbd87b

EID:

2-s2.0-85196177103

Contributors: Yarin Udi; Ran Gilad-Bachrach; Hilla Cohen; Lena Sagi-Dain
Source: check_circle
Tel Aviv University (TAU)

TREE-G

Proceedings of the AAAI Conference on Artificial Intelligence
2024-03-25 | Journal article | Author
SOURCE-WORK-ID:

60392499-2d60-429e-8155-dec2e8499c91

EID:

2-s2.0-85189748532

Contributors: Maya Bechler-Speicher; Amir Globerson; Ran Gilad-Bachrach
Source: check_circle
Tel Aviv University (TAU)

Graph Neural Networks Use Graphs When They Shouldn’t

arXiv
2023 | Other
EID:

2-s2.0-85173673672

Part of ISSN: 23318422
Contributors: Bechler-Speicher, M.; Amos, I.; Gilad-Bachrach, R.; Globerson, A.
Source: Self-asserted source
Ran Gilad-Bachrach via Scopus - Elsevier

The Case Against Explainability

arXiv
2023 | Other
EID:

2-s2.0-85163096215

Part of ISSN: 23318422
Contributors: Rozen, H.W.; Elkin-Koren, N.; Gilad-Bachrach, R.
Source: Self-asserted source
Ran Gilad-Bachrach via Scopus - Elsevier

A Last Switch Dependent Analysis of Satiation and Seasonality in Bandits

Proceedings of Machine Learning Research
2022 | Journal article | Author
SOURCE-WORK-ID:

65fd22a0-df92-41aa-93e4-065f77e2004b

EID:

2-s2.0-85131659005

Contributors: Pierre Laforgue; Giulia Clerici; Nicolò Cesa-Bianchi; Ran Gilad-Bachrach
Source: check_circle
Tel Aviv University (TAU)
grade
Preferred source (of 2)‎

Inherent Inconsistencies of Feature Importance

arXiv
2022 | Other
EID:

2-s2.0-85182336392

Part of ISSN: 23318422
Contributors: Harel, N.; Obolski, U.; Gilad-Bachrach, R.
Source: Self-asserted source
Ran Gilad-Bachrach via Scopus - Elsevier

TREE-G: Decision Trees Contesting Graph Neural Networks

arXiv
2022 | Other
EID:

2-s2.0-85174227977

Part of ISSN: 23318422
Contributors: Bechler-Speicher, M.; Globerson, A.; Gilad-Bachrach, R.
Source: Self-asserted source
Ran Gilad-Bachrach via Scopus - Elsevier

Gait Detection from a Wrist-Worn Sensor Using Machine Learning Methods

Sensors
2022-09 | Journal article | Author
SOURCE-WORK-ID:

66e216bd-7212-4785-89b2-6905d3e8405a

EID:

2-s2.0-85138391717

Contributors: Yonatan E. Brand; Dafna Schwartz; Eran Gazit; Aron S. Buchman; Ran Gilad-Bachrach; Jeffrey M. Hausdorff
Source: check_circle
Tel Aviv University (TAU)
grade
Preferred source (of 4)‎

A Last Switch Dependent Analysis of Satiation and Seasonality in Bandits

arXiv
2021 | Other
EID:

2-s2.0-85169989585

Part of ISSN: 23318422
Contributors: Laforgue, P.; Clerici, G.; Cesa-Bianchi, N.; Gilad-Bachrach, R.
Source: Self-asserted source
Ran Gilad-Bachrach via Scopus - Elsevier

Marginal Contribution Feature Importance - an Axiomatic Approach for Explaining Data

Proceedings of the 38th International Conference on Machine Learning, ICML 2021
2021 | Conference paper | Author
SOURCE-WORK-ID:

b97bb3f0-e154-4566-bf1e-37f66a44c4d4

EID:

2-s2.0-85125540715

Part of ISBN: 9781713845065
Contributors: Amnon Catav; Boyang Fu; Yazeed Zoabi; Ahuva Weiss-Meilik; Noam Shomron; Jason Ernst; Sriram Sankararaman; Ran Gilad-Bachrach
Source: check_circle
Tel Aviv University (TAU)
grade
Preferred source (of 2)‎

Pybryt: Auto-assessment and auto-grading for computational thinking

arXiv
2021 | Other
EID:

2-s2.0-85171219987

Part of ISSN: 23318422
Contributors: Pyles, C.; van Schalkwyk, F.; Gorman, G.J.; Beg, M.; Stott, L.; Levy, N.; Gilad-Bachrach, R.
Source: Self-asserted source
Ran Gilad-Bachrach via Scopus - Elsevier

Robust model compression using deep hypotheses

arXiv
2021 | Other
EID:

2-s2.0-85170144226

Part of ISSN: 23318422
Contributors: Armstrong, O.; Gilad-Bachrach, R.
Source: Self-asserted source
Ran Gilad-Bachrach via Scopus - Elsevier

Robust Model Compression Using Deep Hypotheses

35th AAAI Conference on Artificial Intelligence, AAAI 2021
2021 | Conference paper | Author
SOURCE-WORK-ID:

679d97ed-dd70-4f9f-8d46-916e42205b06

EID:

2-s2.0-85130094161

Part of ISBN: 9781713835974
Contributors: Omri Armstrong; Ran Gilad-Bachrach
Source: check_circle
Tel Aviv University (TAU)
grade
Preferred source (of 2)‎

Trees with Attention for Set Prediction Tasks

Proceedings of the 38th International Conference on Machine Learning, ICML 2021
2021 | Conference paper | Author
SOURCE-WORK-ID:

fe98cae6-a67b-4708-a0ea-883ebfca927a

EID:

2-s2.0-85150006596

Part of ISBN: 9781713845065
Contributors: Roy Hirsch; Ran Gilad-Bachrach
Source: check_circle
Tel Aviv University (TAU)
grade
Preferred source (of 2)‎

Algorithmic copywriting

Information Retrieval Journal
2021-06 | Journal article | Author
SOURCE-WORK-ID:

522e2e31-fde8-4faa-85cd-f0f0fb8bdbcb

EID:

2-s2.0-85104617635

Contributors: Brit Youngmann; Elad Yom-Tov; Ran Gilad-Bachrach; Danny Karmon
Source: check_circle
Tel Aviv University (TAU)
grade
Preferred source (of 2)‎

Detecting impending stroke from cognitive traits evident in internet searches

Journal of Medical Internet Research
2021-05 | Journal article | Author
SOURCE-WORK-ID:

d344f387-317c-4db7-80d3-41a74458065f

EID:

2-s2.0-85106958108

Contributors: Sigal Shaklai; Ran Gilad-Bachrach; Elad Yom Tov; Naftali Stern
Source: check_circle
Tel Aviv University (TAU)
grade
Preferred source (of 3)‎

Detecting Impending Stroke From Cognitive Traits Evident in Internet Searches: Analysis of Archival Data (Preprint)

2021-01-11 | Other
Contributors: Sigal Shaklai; Ran Gilad-Bachrach; Elad Yom-Tov; Naftali Stern
Source: check_circle
Crossref

Marginal contribution feature importance - an axiomatic approach for the natural case

arXiv
2020 | Other
EID:

2-s2.0-85171228177

Part of ISSN: 23318422
Contributors: Catav, A.; Ernst, J.; Fu, B.; Sankararaman, S.; Gilad-Bachrach, R.
Source: Self-asserted source
Ran Gilad-Bachrach via Scopus - Elsevier

The Automated Copywriter

The Web Conference 2020 - Proceedings of the World Wide Web Conference, WWW 2020
2020-04-20 | Conference paper | Author
SOURCE-WORK-ID:

76a31c31-528d-404c-9b58-1b302788c001

EID:

2-s2.0-85086588681

Part of ISBN: 9781450370233
Contributors: Brit Youngmann; Elad Yom-Tov; Ran Gilad-Bachrach; Danny Karmon
Source: check_circle
Tel Aviv University (TAU)
grade
Preferred source (of 2)‎

E-Gotsky: Sequencing content using the zone of proximal development

arXiv
2019 | Other
EID:

2-s2.0-85169729979

Part of ISSN: 23318422
Contributors: Vainas, O.; Bar-Ilan, O.; Ben-David, Y.; Gilad-Bachrach, R.; Lukin, G.; Ronen, M.; Shillo, R.; Sitton, D.
Source: Self-asserted source
Ran Gilad-Bachrach via Scopus - Elsevier

Low latency privacy preserving inference

36th International Conference on Machine Learning, ICML 2019
2019 | Conference paper | Author
SOURCE-WORK-ID:

31cd3864-7a8b-43ae-adb6-e41e681ca8d3

EID:

2-s2.0-85075851872

Part of ISBN: 9781510886988
Contributors: Alon Brutzkus; Oren Elisha; Ran Gilad-Bachrach
Source: check_circle
Tel Aviv University (TAU)
grade
Preferred source (of 2)‎

Staying in the zone

EDM 2019 - Proceedings of the 12th International Conference on Educational Data Mining
2019 | Conference paper | Author
SOURCE-WORK-ID:

8a658853-eb77-48dc-a942-2de5288e46f1

EID:

2-s2.0-85085986147

Part of ISBN: 9781733673600
Contributors: Oded Vainas; Yossi Ben-David; Ran Gilad-Bachrach; Meitar Ronen; Ori Bar-Ilan; Roi Shillo; Galit Lukin; Daniel Sitton
Source: check_circle
Tel Aviv University (TAU)
grade
Preferred source (of 2)‎

The automated copywriter: Algorithmic rephrasing of health-related advertisements to improve their performance

arXiv
2019 | Other
EID:

2-s2.0-85170330527

Part of ISSN: 23318422
Contributors: Youngmann, B.; Gilad-Bachrach, R.; Yom-Tov, E.; Karmon, D.
Source: Self-asserted source
Ran Gilad-Bachrach via Scopus - Elsevier

Secure data exchange

CCSW 2019 - Proceedings of the 2019 ACM SIGSAC Conference on Cloud Computing Security Workshop
2019-11-11 | Conference paper | Author
SOURCE-WORK-ID:

34fd8563-0379-4b08-b84f-837998645e1e

EID:

2-s2.0-85076097842

Part of ISBN: 9781450368261
Contributors: Ran Gilad-Bachrach; Kim Laine; Kristin Lauter; Peter Rindal; Mike Rosulek
Source: check_circle
Tel Aviv University (TAU)
grade
Preferred source (of 2)‎

Low latency privacy preserving inference

arXiv
2018 | Other
EID:

2-s2.0-85169735083

Part of ISSN: 23318422
Contributors: Brutzkus, A.; Elisha, O.; Gilad-Bachrach, R.
Source: Self-asserted source
Ran Gilad-Bachrach via Scopus - Elsevier

Modeling and simultaneously removing bias via adversarial neural networks

arXiv
2018 | Other
EID:

2-s2.0-85170783335

Part of ISSN: 23318422
Contributors: Moore, J.; Pfeiffer, J.; Wei, K.; Iyer, R.; Charles, D.; Gilad-Bachrach, R.; Boyles, L.; Manavoglu, E.
Source: Self-asserted source
Ran Gilad-Bachrach via Scopus - Elsevier

Smooth Sensitivity Based Approach for Differentially Private PCA.

Proceedings of Algorithmic Learning Theory
2018 | Conference paper | Author
SOURCE-WORK-ID:

36ef8a7e-2c40-40bc-9834-e02d3c17e13b

Contributors: Alon Gonem; Ran Gilad-Bachrach
Source: check_circle
Tel Aviv University (TAU)

Smooth Sensitivity Based Approach for Differentially Private Principal Component Analysis

Proceedings of Machine Learning Research
2018 | Journal article | Author
SOURCE-WORK-ID:

4fe4642c-9cc1-4a8d-b5b5-a973bec007ce

EID:

2-s2.0-85160334557

Contributors: Alon Gonen; Ran Gilad-Bachrach
Source: check_circle
Tel Aviv University (TAU)
grade
Preferred source (of 2)‎

Turning lemons into peaches using secure computation

arXiv
2018 | Other
EID:

2-s2.0-85170728325

Part of ISSN: 23318422
Contributors: Buchsbaum, S.; Gilad-Bachrach, R.; Lindell, Y.
Source: Self-asserted source
Ran Gilad-Bachrach via Scopus - Elsevier

Logistic regression over encrypted data from fully homomorphic encryption

BMC Medical Genomics
2018-10-11 | Journal article | Author
SOURCE-WORK-ID:

947ee503-6072-41f9-aa3d-6e5b07ebbca4

EID:

2-s2.0-85054715535

EID:

2-s2.0-85054715535

Contributors: Hao Chen; Ran Gilad-Bachrach; Kyoohyung Han; Zhicong Huang; Amir Jalali; Kim Laine; Kristin Lauter
Source: check_circle
Tel Aviv University (TAU)
grade
Preferred source (of 2)‎

Smooth sensitivity based approach for differentially private principal component analysis

arXiv
2017 | Other
EID:

2-s2.0-85170452664

Part of ISSN: 23318422
Contributors: Gonen, A.; Gilad-Bachrach, R.
Source: Self-asserted source
Ran Gilad-Bachrach via Scopus - Elsevier

Manual for Using Homomorphic Encryption for Bioinformatics

Proceedings of the IEEE
2017-03 | Journal article | Author
SOURCE-WORK-ID:

52f5db33-eac7-43f3-974a-7fbd9e5a30af

EID:

2-s2.0-85012117558

EID:

2-s2.0-85012117558

Contributors: Nathan Dowlin; Ran Gilad-Bachrach; Kim Laine; Kristin Lauter; Michael Naehrig; John Wernsing
Source: check_circle
Tel Aviv University (TAU)
grade
Preferred source (of 2)‎

Cryptonets

33rd International Conference on Machine Learning, ICML 2016
2016 | Conference paper | Author
SOURCE-WORK-ID:

f9820fe8-68b1-4318-93ef-093746424a58

EID:

2-s2.0-84997765950

Part of ISBN: 9781510829008
Contributors: Nathan Dowlin; Ran Gilad-Bachrach; Kim Laine; Kristin Lauter; Michael Naehrig; John Wernsing
Source: check_circle
Tel Aviv University (TAU)
grade
Preferred source (of 2)‎

Challenges for designing notifications for affective computing systems

UbiComp 2016 Adjunct - Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing
2016-09-12 | Conference paper | Author
SOURCE-WORK-ID:

36aa0b03-8a06-4696-b45b-8cc03c2a5b27

EID:

2-s2.0-84991075784

Part of ISBN: 9781450344623
Contributors: Mary Czerwinski; Ran Gilad-Bachrach; Shamsi Iqbal; Gloria Mark
Source: check_circle
Tel Aviv University (TAU)
grade
Preferred source (of 2)‎

Predicting "about-To-eat" moments for just-in-Time eating intervention

DH 2016 - Proceedings of the 2016 Digital Health Conference
2016-04-11 | Conference paper | Author
SOURCE-WORK-ID:

940d0cb7-e0df-400a-a29f-7556f828f592

EID:

2-s2.0-84966614995

Part of ISBN: 9781450342247
Contributors: Tauhidur Rahman; Mary Czerwinski; Ran Gilad-Bachrach; Paul Johns
Source: check_circle
Tel Aviv University (TAU)
grade
Preferred source (of 2)‎

Scaffolding the Scaffolding

Proceedings of the 19th ACM Conference on Computer-Supported Cooperative Work and Social Computing, CSCW 2016
2016-02-27 | Conference paper | Author
SOURCE-WORK-ID:

8053e5ad-3d50-4083-bb04-33e927214e71

EID:

2-s2.0-84963568688

Part of ISBN: 9781450335928
Contributors: Petr Slovák; Kael Rowan; Chris Frauenberger; Ran Gilad-Bachrach; Mia Doces; Brian Smith; Rachel Kamb; Geraldine Fitzpatrick
Source: check_circle
Tel Aviv University (TAU)
grade
Preferred source (of 2)‎

DART

Journal of Machine Learning Research
2015 | Journal article | Author
SOURCE-WORK-ID:

272f8984-f79b-416c-b86a-e8dd9d8dfb9f

EID:

2-s2.0-84954316912

EID:

2-s2.0-84954316912

Contributors: K. V. Rashmi; Ran Gilad-Bachrach
Source: check_circle
Tel Aviv University (TAU)
grade
Preferred source (of 2)‎

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

Proceedings of the 33rd Annual ACM Conference on Human Factors in Computing Systems
2015 | Book chapter | Author
SOURCE-WORK-ID:

214ed768-f4c3-43e7-b80c-8b574cfe5800

EID:

2-s2.0-84934780950

Part of ISBN: 9781450331456
Part of ISBN: 9781450331456
Contributors: Petr Slovák; Ran Gilad-Bachrach; Geraldine Fitzpatrick
Source: check_circle
Tel Aviv University (TAU)

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

RecSys 2014 - Proceedings of the 8th ACM Conference on Recommender Systems
2014-10-06 | Conference paper | Author
SOURCE-WORK-ID:

1332a0e1-0ff7-4f8d-9e6e-eaf54c130563

EID:

2-s2.0-84908888240

Part of ISBN: 9781450326681
Contributors: Yoram Bachrach; Yehuda Finkelstein; Ran Gilad-Bachrach; Liran Katzir; Noam Koenigstein; Nir Nice; Ulrich Paquet
Source: check_circle
Tel Aviv University (TAU)
grade
Preferred source (of 2)‎

PopTherapy

Proceedings - PERVASIVEHEALTH 2014
2014-07-23 | Conference paper | Author
SOURCE-WORK-ID:

ffca87e0-51ff-4089-9070-f0be119f1759

EID:

2-s2.0-84928922975

Part of ISBN: 9781631900112
Contributors: Pablo Paredes; Ran Gilad-Bachrach; Mary Czerwinski; Asta Roseway; Kael Rowan; Javier Hernandez
Source: check_circle
Tel Aviv University (TAU)
grade
Preferred source (of 2)‎

Using multiple samples to learn mixture models

Advances in Neural Information Processing Systems
2013 | Journal article | Author
SOURCE-WORK-ID:

38329644-c6f0-401a-b172-10b75c575b30

EID:

2-s2.0-84898985447

Contributors: Jason Lee; Ran Gilad-Bachrach; Rich Caruana
Source: check_circle
Tel Aviv University (TAU)
grade
Preferred source (of 2)‎

Classifier selection using the predicate depth

Journal of Machine Learning Research
2013-12-01 | Journal article | Author
SOURCE-WORK-ID:

14a28173-e437-4fc4-bf9a-f20ceb7195f0

EID:

2-s2.0-84893435971

EID:

2-s2.0-84893435971

Contributors: Ran Gilad-Bachrach; Christopher J.C. Burges
Source: check_circle
Tel Aviv University (TAU)
grade
Preferred source (of 2)‎

The median hypothesis

Empirical Inference
2013-01-01 | Book chapter | Author
SOURCE-WORK-ID:

2fc45e7a-c8a2-43a2-8436-cee457006e26

EID:

2-s2.0-84948077718

Part of ISBN: 9783642411366
Part of ISBN: 9783642411359
Contributors: Ran Gilad-Bachrach; Chris J.C. Burges
Source: check_circle
Tel Aviv University (TAU)
grade
Preferred source (of 2)‎

Demonstration paper

Proceedings - Wireless Health 2012, WH 2012
2012 | Conference paper | Author
SOURCE-WORK-ID:

e33bb426-dbd1-48a8-b94d-5bff0ef0e4c2

EID:

2-s2.0-84876260906

Part of ISBN: 9781450317603
Contributors: Trang Thai; Gerald DeJean; Ran Gilad-Bachrach
Source: check_circle
Tel Aviv University (TAU)
grade
Preferred source (of 2)‎

Full body gait analysis with Kinect

2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2012
2012 | Conference paper | Author
SOURCE-WORK-ID:

d801b2a6-b77b-4e17-81e8-2b367ea4538d

EID:

2-s2.0-84880841976

Part of ISBN: 9781424441198
Contributors: Moshe Gabel; Ran Gilad-Bachrach; Erin Renshaw; Assaf Schuster
Source: check_circle
Tel Aviv University (TAU)
grade
Preferred source (of 2)‎

Latent Fault Detection in Large Scale Services

Proceedings of the 2012 42nd Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN)
2012 | Conference paper | Author
SOURCE-WORK-ID:

4be210c5-1b49-4429-9b0e-e538c86803e0

EID:

2-s2.0-84866709387

Part of ISBN: 9781467316248
Contributors: Moshe Gabel; Assaf Schuster; Ran Gilad-Bachrach; Nikolaj Bjorner
Source: check_circle
Tel Aviv University (TAU)
grade
Preferred source (of 2)‎
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