NumJoin: Discovering Numeric Joinable Tables with Semantically Related Columns
- Pranav Subramaniam
- Udayan Khurana
- et al.
- 2023
- CIKM 2023
Udayan Khurana
Overview
Title
Senior Research Scientist
Location
IBM Research - Yorktown Heights
Yorktown Heights, NY USA
Bio
Udayan Khurana works on Automated Machine Learning and Semantic Data Science. He received a Ph.D. in 2015 from the University of Maryland.
Publications
DataRinse: Semantic Transforms for Data preparation based on Code Mining
- Ibrahim Abdelaziz
- Julian Dolby
- et al.
- 2023
- VLDB 2023
SemFORMS: Automatic Generation of Semantic Transforms By Mining Data Science Code
- Ibrahim Abdelaziz
- Julian Dolby
- et al.
- 2023
- IJCAI 2023
Automated Relational Data Explanation using External Semantic Knowledge
- Sainyam Galhotra
- Udayan Khurana
- 2022
- VLDB 2022
Semantic Feature Discovery with Code Mining and Semantic Type Detection
- Kavitha Srinivas
- Takaaki Tateishi
- et al.
- 2022
- AAAI 2022
Semantic Concept Annotation for Tabular Data
- Udayan Khurana
- Sainyam Galhotra
- 2021
- CIKM 2021
Automated data science for relational data
- Hoang Thanh Lam
- Beat Buesser
- et al.
- 2021
- ICDE 2021
Semantic Search over Structured Data
- Sainyam Galhotra
- Udayan Khurana
- 2020
- CIKM 2020
Autonomous Predictive Modeling via Reinforcement Learning
- Udayan Khurana
- Horst Samulowitz
- 2020
- CIKM 2020
Survey on Automated End-to-End Data Science?
- Djallel Bouneffouf
- Charu Aggarwal
- et al.
- 2020
- IJCNN 2020
Patents
Knowledge Aided Feature Engineering
- 06 Mar 2023
- US
- 11599826
Methods And Systems For Feature Engineering
- 28 Jun 2021
- US
- 11048718
Blog posts
Leveraging semantics to build better AI solutions
Deep DiveUdayan Khurana, Takaaki Tateishi, Daniel Karl I. Weidele, and Kavitha Srinivas5 minute read- AI
Top collaborators
IA
LA
Lisa Amini
DE, Director - IBM Research Cambridge; AI Automation & Scaling; AIHN
PR
Parikshit Ram
Research Staff Member