Shubha Guha

According to our database, Shubha Guha authored at least 11 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

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

Shubha Guha, Falaah Arif Khan, Julia Stoyanovich, Sebastian Schelter

IEEE Trans. Knowl. Data Eng., December, 2024

Automated Provenance-Based Screening of ML Data Preparation Pipelines.

Sebastian Schelter, Shubha Guha, Stefan Grafberger

Datenbank-Spektrum, November, 2024

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

Barrie Kersbergen, Olivier Sprangers, Frank Kootte, Shubha Guha, Maarten de Rijke, Sebastian Schelter

Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

2023

shubhaguha/mlwhatif-demo: Demo for VLDB 2023.

Stefan Grafberger, Shubha Guha, Paul Groth, Sebastian Schelter

Dataset, July, 2023

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

Stefan Grafberger, Shubha Guha, Paul Groth, Sebastian Schelter

Proc. VLDB Endow., 2023

Proactively Screening Machine Learning Pipelines with ARGUSEYES.

Sebastian Schelter, Stefan Grafberger, Shubha Guha, Bojan Karlas, Ce Zhang

Proceedings of the Companion of the 2023 International Conference on Management of Data, 2023

2022

schelterlabs/arguseyes.

Sebastian Schelter, Stefan Grafberger, Shubha Guha, Olivier Sprangers, Bojan Karlas, Ce Zhang

Dataset, January, 2022

Screening Native Machine Learning Pipelines with ArgusEyes.

Sebastian Schelter, Stefan Grafberger, Shubha Guha, Olivier Sprangers, Bojan Karlas, Ce Zhang

Proceedings of the 12th Conference on Innovative Data Systems Research, 2022

2021

MLINSPECT: A Data Distribution Debugger for Machine Learning Pipelines.

Stefan Grafberger, Shubha Guha, Julia Stoyanovich, Sebastian Schelter

Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021

2018

Approaching Neural Grammatical Error Correction as a Low-Resource Machine Translation Task.

Marcin Junczys-Dowmunt, Roman Grundkiewicz, Shubha Guha, Kenneth Heafield

Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

2014

Language evolution in the lab tends toward informative communication.

Shubha Guha, Alexandra Carstensen, Terry Regier

Proceedings of the 36th Annual Meeting of the Cognitive Science Society, 2014