Publications

14 results for Martin Wistuba

Bandit Limited Discrepancy Search and Application to Machine Learning Pipeline Optimization
- - Akihiro Kishimoto
  - Djallel Bouneffouf
  - et al.
- 2022
- AAAI 2022
Conference paper
Hardware-Aware Neural Architecture Search: Survey and Taxonomy
- - Hadjer Benmeziane
  - Kaoutar El Maghraoui
  - et al.
- 2021
- IJCAI 2021
Survey paper
Few-Shot Bayesian Optimization with Deep Kernel Surrogates
- - Martin Wistuba
  - Josif Grabocka
- 2021
- ICLR 2021
Conference paper
Automated data science for relational data
- - Hoang Thanh Lam
  - Beat Buesser
  - et al.
- 2021
- ICDE 2021
Conference paper
Searching for Machine Learning Pipelines Using a Context-Free Grammar
- - Radu Marinescu
  - Akihiro Kishimoto
  - et al.
- 2021
- AAAI 2021
Conference paper
AutoText: An End-to-End AutoAI Framework for Text
- - Arunima Chaudhary
  - Alayt Issak
  - et al.
- 2021
- AAAI 2021
Demo paper
Efficient Neural Architecture Search
- - Tejaswini Pedapati
  - Martin Wistuba
- 2021
- AAAI 2021
Tutorial
Learning to rank learning curves
- - Martin Wistuba
  - Tejaswini Pedapati
- 2020
- ICML 2020
Conference paper
Survey on Automated End-to-End Data Science?
- - Djallel Bouneffouf
  - Charu Aggarwal
  - et al.
- 2020
- IJCNN 2020
Conference paper
Automation of deep learning - Theory and practice
- - Martin Wistuba
  - Ambrish Rawat
  - et al.
- 2020
- ICMR 2020
Conference paper