Publications

29 results for Horst Samulowitz

TabSketchFM: Sketch-Based Tabular Representation Learning for Data Discovery Over Data Lakes
- - Aamod Khatiwada
  - Harsha Kokel
  - et al.
- 2025
- ICDE 2025
Byzantine-Resilient Bilevel Federated Learning
- - Momin Abbas
  - Yi Zhou
  - et al.
- 2024
- SAM 2024
Feature-Engineered Random Forests
- - Saket Sathe
  - Charu Aggarwal
  - et al.
- 2024
- SDM 2024
Effective Data Distillation for Tabular Datasets
- - Inwon Kang
  - Parikshit Ram
  - et al.
- 2024
- AAAI 2024
Related Table Search for Numeric data using Large Language Models and Enterprise Knowledge Graphs
- - Pranav Subramaniam
  - Udayan Khurana
  - et al.
- 2023
- CIKM 2023
AutoAI-TS: AutoAI for Time Series Forecasting
- - Syed Yousaf Shah
  - Dhaval Patel
  - et al.
- 2021
- SIGMOD 2021
Automated data science for relational data
- - Hoang Thanh Lam
  - Beat Buesser
  - et al.
- 2021
- ICDE 2021
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
An ADMM based framework for AutoML pipeline configuration
- - Sijia Liu
  - Parikshit Ram
  - et al.
- 2020
- AAAI 2020