Publications

This is our catalog of publications authored by IBM researchers, in collaboration with the global research community. 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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14 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
Bandit Limited Discrepancy Search and Application to Machine Learning Pipeline Optimization
- - Akihiro Kishimoto
  - Djallel Bouneffouf
  - et al.
- 2022
- AAAI 2022
Searching for Machine Learning Pipelines Using a Context-Free Grammar
- - Radu Marinescu
  - Akihiro Kishimoto
  - et al.
- 2021
- AAAI 2021
AutoText: An End-to-End AutoAI Framework for Text
- - Arunima Chaudhary
  - Alayt Issak
  - et al.
- 2021
- AAAI 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
Optimal exploitation of clustering and history information in multi-armed bandit
- - Djallel Bouneffouf
  - Srinivasan Parthasarathy
  - et al.
- 2019
- IJCAI 2019