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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Year

12 results for Horst Samulowitz

Single-shot General Hyper-parameter Optimization for Federated Learning
- - Yi Zhou
  - Parikshit Ram
  - et al.
- 2023
- ICLR 2023
AutoText: An End-to-End AutoAI Framework for Text
- - Arunima Chaudhary
  - Alayt Issak
  - et al.
- 2021
- AAAI 2021
DataRinse: Semantic Transforms for Data preparation based on Code Mining
- - Ibrahim Abdelaziz
  - Julian Dolby
  - et al.
- 2023
- VLDB 2023
SemFORMS: Automatic Generation of Semantic Transforms By Mining Data Science Code
- - Ibrahim Abdelaziz
  - Julian Dolby
  - et al.
- 2023
- IJCAI 2023
Semantic Feature Discovery with Code Mining and Semantic Type Detection
- - Kavitha Srinivas
  - Takaaki Tateishi
  - et al.
- 2022
- AAAI 2022
FLoRA: Single-shot Hyper-parameter Optimization for Federated Learning
- - Yi Zhou
  - Parikshit Ram
  - et al.
- 2021
- NeurIPS 2021
Leveraging Theoretical Tradeoffs in Hyperparameter Selection for Improved Empirical Performance
- - Horst Samulowitz
  - Parikshit Ram
  - et al.
- 2021
- ICML 2021
FLASH: AUTOMATING FEDERATED LEARNING USING CASH
- - Md Ibrahim Ibne Alam
  - Koushik Kar
  - et al.
- 2023
- UAI 2023
Toward Theoretical Guidance for Two Common Questions in Practical Cross-Validation based Hyperparameter Selection
- - Parikshit Ram
  - Alexander Gray
  - et al.
- 2023
- SDM 2023
Delfi: Online Planner Selection for Cost-Optimal Planning
- - Michael Katz
  - Shirin Sohrabi
  - et al.
- 2018
- ICAPS 2018