Shubha Guha

12 papers A* 2A 1B 1Journal 5Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
Co-constructing Explanations for AI Systems using Provenance.
CoRR
Jan-Christoph Kalo, Fina Polat, Shubha Guha, Paul Groth
2024 J jnl
Automated Data Cleaning can Hurt Fairness in Machine Learning-Based Decision Making.
IEEE Trans. Knowl. Data Eng.
Shubha Guha, Falaah Arif Khan, Julia Stoyanovich, Sebastian Schelter
2024 J jnl
Automated Provenance-Based Screening of ML Data Preparation Pipelines.
Datenbank-Spektrum
Sebastian Schelter, Shubha Guha, Stefan Grafberger
2024 A* conf
Etude - Evaluating the Inference Latency of Session-Based Recommendation Models at Scale.
ICDE
Barrie Kersbergen, Olivier Sprangers, Frank Kootte, Shubha Guha, Maarten de Rijke, Sebastian Schelter
2023 A* conf
Automated Data Cleaning Can Hurt Fairness in Machine Learning-based Decision Making.
ICDE
Shubha Guha, Falaah Arif Khan, Julia Stoyanovich, Sebastian Schelter
2023 J jnl
MLWHATIF: What If You Could Stop Re-Implementing Your Machine Learning Pipeline Analyses Over and Over?
Proc. VLDB Endow.
Stefan Grafberger, Shubha Guha, Paul Groth, Sebastian Schelter
2023 — conf
Proactively Screening Machine Learning Pipelines with ARGUSEYES.
SIGMOD Conference Companion
Sebastian Schelter, Stefan Grafberger, Shubha Guha, Bojan Karlas, Ce Zhang
2022 A conf
Screening Native Machine Learning Pipelines with ArgusEyes.
CIDR
Sebastian Schelter, Stefan Grafberger, Shubha Guha, Olivier Sprangers, Bojan Karlas, Ce Zhang
2021 — conf
MLINSPECT: A Data Distribution Debugger for Machine Learning Pipelines.
SIGMOD Conference
Stefan Grafberger, Shubha Guha, Julia Stoyanovich, Sebastian Schelter
2018 — conf
Approaching Neural Grammatical Error Correction as a Low-Resource Machine Translation Task.
NAACL-HLT
Marcin Junczys-Dowmunt, Roman Grundkiewicz, Shubha Guha, Kenneth Heafield
2018 J jnl
Approaching Neural Grammatical Error Correction as a Low-Resource Machine Translation Task.
CoRR
Marcin Junczys-Dowmunt, Roman Grundkiewicz, Shubha Guha, Kenneth Heafield
2014 B conf
Language evolution in the lab tends toward informative communication.
CogSci
Shubha Guha, Alexandra Carstensen, Terry Regier