TabSketchFM: Sketch-based Tabular Representation Learning for Data Discovery over Data Lakes
- Aamod Khatiwada
- Harsha Kokel
- et al.
- 2024
- NeurIPS 2024
Workshop paper
Publications
8 results for Julian Dolby
DataRinse: Semantic Transforms for Data preparation based on Code Mining
- Ibrahim Abdelaziz
- Julian Dolby
- et al.
- 2023
- VLDB 2023
Demo paperSemFORMS: Automatic Generation of Semantic Transforms By Mining Data Science Code
- Ibrahim Abdelaziz
- Julian Dolby
- et al.
- 2023
- IJCAI 2023
Demo paperTowards Supporting Universal Static Analysis using WALA
- Rahul Krishna
- Raju Pavuluri
- et al.
- 2023
- PLDI 2023
TutorialProgram Analysis using WALA
- Joanna Cecilia Da Silva Santos
- Julian Dolby
- 2022
- ESEC/FSE 2022
TutorialA Scalable AutoML Approach Based on Graph Neural Networks
- Mossad Helali
- Essam Mansour
- et al.
- 2022
- VLDB 2022
Conference paperAutomatically Debugging AutoML Pipelines Using Maro: ML Automated Remediation Oracle
- Julian Dolby
- Jason Tsay
- et al.
- 2022
- MAPS 2022
Conference paperCodeNet: A Large-Scale AI for Code Dataset for Learning a Diversity of Coding Tasks
- Ruchir Puri
- David Kung
- et al.
- 2021
- NeurIPS 2021
Conference paper