Engineering Fair Machine Learning Pipelines
- Martin Hirzel
- Kiran Kate
- et al.
- 2021
- ICLR 2021
Workshop paper
Publications
237 results for Automated AI
Extracting Hyperparameter Constraints from Code
- Ingkarat Rak-amnouykit
- Ana Milanova
- et al.
- 2021
- ICLR 2021
Workshop paperTesting Framework for Black-box AI Models
- Aniya Aggarwal
- Samiulla Shaikh
- et al.
- 2021
- ICSE 2021
Demo paperModel LineUpper: Supporting Interactive Model Comparison at Multiple Levels for AutoML
- Shweta Narkar
- Yunfeng Zhang
- et al.
- 2021
- IUI 2021
Conference paperIncreasing the Speed and Accuracy of Data Labeling through an AI Assisted Interface
- Michael Desmond
- Michael Muller
- et al.
- 2021
- IUI 2021
Conference paperHardware-aware Automated AI for Efficient Deep Learning across Hybrid Deployments: Current Landscape and Future Directions
- 2021
- ISPASS 2021
Workshop paperSearching for Machine Learning Pipelines Using a Context-Free Grammar
- Radu Marinescu
- Akihiro Kishimoto
- et al.
- 2021
- AAAI 2021
Conference paperAutoText: An End-to-End AutoAI Framework for Text
- Arunima Chaudhary
- Alayt Issak
- et al.
- 2021
- AAAI 2021
Demo paperTemporal Tensor Transformation Network for Multivariate Time Series Prediction
- Yuya Jeremy Ong
- Mu Qiao
- et al.
- 2020
- Big Data 2020
Conference paperSnapBoost: A Heterogeneous Boosting Machine
- Thomas Parnell
- Andreea Anghel
- et al.
- 2020
- NeurIPS 2020
Conference paper