Vraj Shah

According to our database, Vraj Shah authored at least 11 papers between 2015 and 2024.

Collaborative distances:

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

2024

How do Categorical Duplicates Affect ML? A New Benchmark and Empirical Analyses.

Vraj Shah, Thomas J. Parashos, Arun Kumar

Proc. VLDB Endow., February, 2024

2022

Simplifying Data Preparation for Machine Learning on Tabular Data

Vraj Shah

PhD thesis, 2022

2021

Towards Benchmarking Feature Type Inference for AutoML Platforms.

Vraj Shah, Jonathan Lacanlale, Premanand Kumar, Kevin Yang, Arun Kumar

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

2020

SpeakQL: Towards Speech-driven Multimodal Querying of Structured Data.

Vraj Shah, Side Li, Arun Kumar, Lawrence K. Saul

Proceedings of the 2020 International Conference on Management of Data, 2020

2019

Demonstration of SpeakQL: Speech-driven Multimodal Querying of Structured Data.

Vraj Shah, Side Li, Kevin Yang, Arun Kumar, Lawrence K. Saul

Proceedings of the 2019 International Conference on Management of Data, 2019

SpeakQL: Towards Speech-driven Multimodal Querying.

Vraj Shah

Proceedings of the 2019 International Conference on Management of Data, 2019

The ML Data Prep Zoo: Towards Semi-Automatic Data Preparation for ML.

Vraj Shah, Arun Kumar

Proceedings of the 3rd International Workshop on Data Management for End-to-End Machine Learning, 2019

2017

Are Key-Foreign Key Joins Safe to Avoid when Learning High-Capacity Classifiers?

Vraj Shah, Arun Kumar, Xiaojin Zhu

Proc. VLDB Endow., 2017

Stop That Join! Discarding Dimension Tables when Learning High Capacity Classifiers.

Vraj Shah, Arun Kumar, Xiaojin Zhu

CoRR, 2017

SpeakQL: Towards Speech-driven Multi-modal Querying.

Dharmil Chandarana, Vraj Shah, Arun Kumar, Lawrence K. Saul

Proceedings of the 2nd Workshop on Human-In-the-Loop Data Analytics, 2017

2015

GitHub's big data adaptor: an eclipse plugin.

Ali Sajedi Badashian, Vraj Shah, Eleni Stroulia

Proceedings of 25th Annual International Conference on Computer Science and Software Engineering, 2015