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Employment (2)

Universiteit van Amsterdam: N/A, NL

2023-01-08 to present | Support Staff, Data steward IvI (IVI (FNWI))
Employment
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University of Amsterdam - PURE

University of Amsterdam: Amsterdam, Noord-Holland, NL

2020-11 to present | Research Engineer (Institute of Informatics)
Employment
Source: Self-asserted source
Shubha Guha

Education and qualifications (2)

University of Edinburgh: Edinburgh, GB

2016-09 to 2017-08 | M.Sc. Artificial Intelligence, with specialism in Natural Language Processing (School of Informatics)
Education
Source: Self-asserted source
Shubha Guha

University of California, Berkeley: Berkeley, California, US

2009-08 to 2013-05 | B.A. Cognitive Science & Linguistics (College of Letters & Science)
Education
Source: Self-asserted source
Shubha Guha

Works (7)

Automated Data Cleaning can Hurt Fairness in Machine Learning-Based Decision Making

IEEE Transactions on Knowledge and Data Engineering
2024-12 | Journal article
DOI: 10.1109/TKDE.2024.3365524
Contributors: Shubha Guha; Falaah Arif Khan; Julia Stoyanovich; Sebastian Schelter
Source: check_circle
Crossref

Etude - Evaluating the Inference Latency of Session-Based Recommendation Models at Scale

2024 IEEE 40th International Conference on Data Engineering (ICDE)
2024-05-01 | Conference paper | Author
DOI: 10.1109/icde60146.2024.00389
SOURCE-WORK-ID:

a26395d0-97d8-41e6-9547-91de7cabf8f1
Contributors: Barrie Kersbergen; Olivier Sprangers; Frank Kootte; Shubha Guha; Maarten de Rijke; Sebastian Schelter
Source: check_circle
University of Amsterdam - PURE

Automated Data Cleaning Can Hurt Fairness in Machine Learning-based Decision Making

2023 IEEE 39th International Conference on Data Engineering
2023 | Conference paper | Author
DOI: 10.1109/ICDE55515.2023.00303
SOURCE-WORK-ID:

8a566144-4d03-49df-9699-eb3407f9c221

Part of ISBN: 9798350322279
Part of ISBN: 9798350322286
Contributors: Shubha Guha; F.A. Khan; J. Stoyanovich; Sebastian Schelter
Source: check_circle
University of Amsterdam - PURE

Mlwhatif: What If You Could Stop Re-Implementing Your Machine Learning Pipeline Analyses over and Over?

Proceedings of the VLDB Endowment
2023-08 | Journal article | Author
DOI: 10.14778/3611540.3611606
SOURCE-WORK-ID:

2aafa4da-add3-47d6-947f-12de274c93a6
Contributors: S. Grafberger; Shubha Guha; Paul Groth; Sebastian Schelter
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University of Amsterdam - PURE

Proactively Screening Machine Learning Pipelines with ARGUSEYES

2023-06-04 | Conference paper
DOI: 10.1145/3555041.3589682
Contributors: Sebastian Schelter; Stefan Grafberger; Shubha Guha; Bojan Karlas; Ce Zhang
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Crossref
grade
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Screening Native Machine Learning Pipelines with ArgusEyes

Conference on Innovative Data Systems Research 2022, Chaminade, United States, 9/01/22
2022-01 | Conference abstract | Author
SOURCE-WORK-ID:

4b999a8d-a3d2-4c43-b75b-4d4be336796f
Contributors: Sebastian Schelter; S. Grafberger; Shubha Guha; O. Sprangers; Bojan Karlaš; C. Zhang
Source: check_circle
University of Amsterdam - PURE

MLINSPECT: A Data Distribution Debugger for Machine Learning Pipelines

SIGMOD '21
2021 | Conference paper | Author
DOI: 10.1145/3448016.3452759
SOURCE-WORK-ID:

9ac83210-cdf3-4ff3-a16d-bfcf2087ab17

Part of ISBN: 9781450383431
Contributors: S. Grafberger; Shubha Guha; J. Stoyanovich; Sebastian Schelter
Source: check_circle
University of Amsterdam - PURE
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