Automated Relational Data Explanation using External Semantic Knowledge
- Sainyam Galhotra
- Udayan Khurana
- 2022
- VLDB 2022
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
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
Automated feature enhancement for predictive modeling using external knowledge
- Sainyam Galhotra
- Udayan Khurana
- et al.
- 2019
- ICDM 2019
Dataset evolver: An interactive feature engineering notebook
- Fatemeh Nargesian
- Udayan Khurana
- et al.
- 2018
- AAAI 2018
Feature engineering for predictive modeling using reinforcement learning
- Udayan Khurana
- Horst Samulowitz
- et al.
- 2018
- AAAI 2018
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
Top collaborators
LA
Lisa Amini
DE, Director - IBM Research Cambridge; AI Automation & Scaling; AIHN
PR
Parikshit Ram
Research Staff Member
OH
Oktie Hassanzadeh
Senior Research Scientist