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2020 – today
- 2024
[j3]Sebastian Schelter
, Shubha Guha, Stefan Grafberger:
Automated Provenance-Based Screening of ML Data Preparation Pipelines. Datenbank-Spektrum 24(3): 187-196 (2024)- [j2]Shubha Guha, Falaah Arif Khan, Julia Stoyanovich, Sebastian Schelter:
Automated Data Cleaning can Hurt Fairness in Machine Learning-Based Decision Making. IEEE Trans. Knowl. Data Eng. 36(12): 7368-7379 (2024) - [c7]Barrie Kersbergen, Olivier Sprangers, Frank Kootte, Shubha Guha, Maarten de Rijke, Sebastian Schelter:
Etude - Evaluating the Inference Latency of Session-Based Recommendation Models at Scale. ICDE 2024: 5177-5183 - 2023
- [j1]Stefan Grafberger, Shubha Guha, Paul Groth, Sebastian Schelter:
MLWHATIF: What If You Could Stop Re-Implementing Your Machine Learning Pipeline Analyses Over and Over? Proc. VLDB Endow. 16(12): 4002-4005 (2023) - [c6]Shubha Guha, Falaah Arif Khan, Julia Stoyanovich, Sebastian Schelter:
Automated Data Cleaning Can Hurt Fairness in Machine Learning-based Decision Making. ICDE 2023: 3747-3754 - [c5]Sebastian Schelter, Stefan Grafberger, Shubha Guha, Bojan Karlas, Ce Zhang:
Proactively Screening Machine Learning Pipelines with ARGUSEYES. SIGMOD Conference Companion 2023: 91-94 - [d2]Stefan Grafberger, Shubha Guha, Paul Groth, Sebastian Schelter:
shubhaguha/mlwhatif-demo: Demo for VLDB 2023. Zenodo, 2023
- 2022
- [c4]Sebastian Schelter, Stefan Grafberger, Shubha Guha, Olivier Sprangers, Bojan Karlas, Ce Zhang:
Screening Native Machine Learning Pipelines with ArgusEyes. CIDR 2022 - [d1]Sebastian Schelter, Stefan Grafberger, Shubha Guha, Olivier Sprangers, Bojan Karlas, Ce Zhang:
schelterlabs/arguseyes. Zenodo, 2022 - 2021
- [c3]Stefan Grafberger, Shubha Guha, Julia Stoyanovich, Sebastian Schelter:
MLINSPECT: A Data Distribution Debugger for Machine Learning Pipelines. SIGMOD Conference 2021: 2736-2739
2010 – 2019
- 2018
- [c2]Marcin Junczys-Dowmunt, Roman Grundkiewicz, Shubha Guha, Kenneth Heafield:
Approaching Neural Grammatical Error Correction as a Low-Resource Machine Translation Task. NAACL-HLT 2018: 595-606 - [i1]Marcin Junczys-Dowmunt, Roman Grundkiewicz, Shubha Guha, Kenneth Heafield:
Approaching Neural Grammatical Error Correction as a Low-Resource Machine Translation Task. CoRR abs/1804.05940 (2018) - 2014
- [c1]Shubha Guha, Alexandra Carstensen, Terry Regier:
Language evolution in the lab tends toward informative communication. CogSci 2014
Coauthor Index
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