Semantic Concept Annotation for Tabular Data
- Udayan Khurana
- Sainyam Galhotra
- 2021
- CIKM 2021
Udayan Khurana
Title
Senior Research Scientist
Publications
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
Learning feature engineering for classification
- Fatemeh Nargesian
- Horst Samulowitz
- et al.
- 2017
- IJCAI 2017
Cognito: Automated Feature Engineering for Supervised Learning
- Udayan Khurana
- Deepak S. Turaga
- et al.
- 2016
- ICDMW 2016
Patents
- US
- 11599826
- 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
JL
Jim Laredo
Distinguished Engineer, AI for Automation
IA
Ibrahim Abdelaziz
Senior Research Scientist
LA
Lisa Amini
DE, Director - IBM Research Cambridge; AI Automation & Scaling; AIHN
DW
Daniel Karl I. Weidele
Agentic Engineering