Publications

194 results for Automated AI

Pipeline Combinators for Gradual AutoML
- - Guillaume Baudart
  - Martin Hirzel
  - et al.
- 2021
- NeurIPS 2021
Data Readiness Report
- - Shazia Afzal
  - Rajmohan C
  - et al.
- 2021
- SMDS 2021
Data Quality Assessment for Machine Learning
- - Hima Patel
  - Fuyuki Ishikawa
  - et al.
- 2021
- KDD 2021
Leveraging Theoretical Tradeoffs in Hyperparameter Selection for Improved Empirical Performance
- - Horst Samulowitz
  - Parikshit Ram
  - et al.
- 2021
- ICML 2021
Delivering Document Conversion as a Cloud Service with High Throughput and Responsiveness
- - Christoph Auer
  - Michele Dolfi
  - et al.
- 2022
- CLOUD 2022
Search-based Methods for Multi-Cloud Configuration
- - Malgorzata Lazuka
  - Thomas Parnell
  - et al.
- 2022
- CLOUD 2022
Designing ground truth and the social life of labels
- - Michael Muller
  - Christine T. Wolf
  - et al.
- 2021
- CHI 2021
Extracting Hyperparameter Constraints from Code
- - Ingkarat Rak-amnouykit
  - Ana Milanova
  - et al.
- 2021
- ICLR 2021
Engineering Fair Machine Learning Pipelines
- - Martin Hirzel
  - Kiran Kate
  - et al.
- 2021
- ICLR 2021
Testing Framework for Black-box AI Models
- - Aniya Aggarwal
  - Samiulla Shaikh
  - et al.
- 2021
- ICSE 2021