Publications

This is our catalog of recent publications authored by IBM researchers, in collaboration with the global research community. We’re currently adding our back catalog of more than 110,000 publications. It’s an ever-growing body of work that shows why IBM is one of the most important contributors to modern computing.

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13 results for Martin Wistuba

Few-Shot Bayesian Optimization with Deep Kernel Surrogates
- - Martin Wistuba
  - Josif Grabocka
- 2021
- ICLR 2021
Learning to rank learning curves
- - Martin Wistuba
  - Tejaswini Pedapati
- 2020
- ICML 2020
Searching for Machine Learning Pipelines Using a Context-Free Grammar
- - Radu Marinescu
  - Akihiro Kishimoto
  - et al.
- 2021
- AAAI 2021
Optimal exploitation of clustering and history information in multi-armed bandit
- - Djallel Bouneffouf
  - Srinivasan Parthasarathy
  - et al.
- 2019
- IJCAI 2019
AutoText: An End-to-End AutoAI Framework for Text
- - Arunima Chaudhary
  - Alayt Issak
  - et al.
- 2021
- AAAI 2021
Hardware-Aware Neural Architecture Search: Survey and Taxonomy
- - Hadjer Benmeziane
  - Kaoutar El Maghraoui
  - et al.
- 2021
- IJCAI 2021
Efficient Neural Architecture Search
- - Tejaswini Pedapati
  - Martin Wistuba
- 2021
- AAAI 2021
Automated data science for relational data
- - Hoang Thanh Lam
  - Beat Buesser
  - et al.
- 2021
- ICDE 2021
Survey on Automated End-to-End Data Science?
- - Djallel Bouneffouf
  - Charu Aggarwal
  - et al.
- 2020
- IJCNN 2020
Automation of deep learning - Theory and practice
- - Martin Wistuba
  - Ambrish Rawat
  - et al.
- 2020
- ICMR 2020