Udayan Khurana

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

• Storing and analyzing historical graph data at scale

  • • Udayan Khurana
    • Amol Deshpande
  • 2016
  • EDBT 2016