Single-shot General Hyper-parameter Optimization for Federated Learning
- Yi Zhou
- Parikshit Ram
- et al.
- 2023
- ICLR 2023
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22 results for Horst Samulowitz
Effective Data Distillation for Tabular Datasets
- Inwon Kang
- Parikshit Ram
- et al.
- 2024
- AAAI 2024
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
Semantic Feature Discovery with Code Mining and Semantic Type Detection
- Kavitha Srinivas
- Takaaki Tateishi
- et al.
- 2022
- AAAI 2022
TabSketchFM: Sketch-based Tabular Representation Learning for Data Discovery over Data Lakes
- Aamod Khatiwada
- Harsha Kokel
- et al.
- 2024
- NeurIPS 2024
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
Instance-Level Metalearning for Outlier Detection
- Long Vu
- Peter D. Kirchner
- et al.
- 2024
- IJCAI 2024
Enhancing In-context Learning via Linear Probe Calibration
- Momin Abbas
- Yi Zhou
- et al.
- 2024
- AISTATS 2024