Autonomous Predictive Modeling via Reinforcement Learning
- Udayan Khurana
- Horst Samulowitz
- 2020
- CIKM 2020
Publications
32 results for Horst Samulowitz
Survey on Automated End-to-End Data Science?
- Djallel Bouneffouf
- Charu Aggarwal
- et al.
- 2020
- IJCNN 2020
An ADMM based framework for AutoML pipeline configuration
- Sijia Liu
- Parikshit Ram
- et al.
- 2020
- AAAI 2020
Human-AI collaboration in data science: Exploring data scientists’ perceptions of automated AI
- Dakuo Wang
- Justin Weisz
- et al.
- 2019
- PACM HCI
Automated feature enhancement for predictive modeling using external knowledge
- Sainyam Galhotra
- Udayan Khurana
- et al.
- 2019
- ICDM 2019
Optimal exploitation of clustering and history information in multi-armed bandit
- Djallel Bouneffouf
- Srinivasan Parthasarathy
- et al.
- 2019
- IJCAI 2019
Deep learning for cost-optimal planning: Task-dependent planner selection
- Silvan Sievers
- Shirin Sohrabi
- et al.
- 2019
- AAAI 2019
Feature engineering for predictive modeling using reinforcement learning
- Udayan Khurana
- Horst Samulowitz
- et al.
- 2018
- AAAI 2018
Dataset evolver: An interactive feature engineering notebook
- Fatemeh Nargesian
- Udayan Khurana
- et al.
- 2018
- AAAI 2018
Learning feature engineering for classification
- Fatemeh Nargesian
- Horst Samulowitz
- et al.
- 2017
- IJCAI 2017