Trust in AutoML: exploring information needs for establishing trust in automated machine learning systems
- Jaimie Drozdal
- Justin Weisz
- et al.
- 2020
- IUI 2020
Conference paper
Publications
237 results for Automated AI
AutoAIViz: Opening the blackbox of automated artificial intelligence with conditional parallel coordinates
- Daniel Karl I. Weidele
- Justin Weisz
- et al.
- 2020
- IUI 2020
Conference paperTowards Automating the AI Operations Lifecycle
- Matthew Arnold
- Jeffrey Boston
- et al.
- 2020
- MLSys 2020
Workshop paperGaSPing for utility
- Mengyang Gu
- Debarun Bhattacharjya
- et al.
- 2020
- AAAI 2020
Conference paperAn ADMM based framework for AutoML pipeline configuration
- Sijia Liu
- Parikshit Ram
- et al.
- 2020
- AAAI 2020
Conference paperUncorrected least-squares temporal difference with lambda-return
- 2020
- AAAI 2020
Conference paperBuilding calibrated deep models via uncertainty matching with auxiliary interval predictors
- Jayaraman J. Thiagarajan
- Bindya Venkatesh
- et al.
- 2020
- AAAI 2020
Conference paperEvolveGCN: Evolving graph convolutional networks for dynamic graphs
- Aldo Pareja
- Giacomo Domeniconi
- et al.
- 2020
- AAAI 2020
Conference paperGeneralizable resource allocation in stream processing via deep reinforcement learning
- Xiang Ni
- Jing Li
- et al.
- 2020
- AAAI 2020
Conference paperPursuit of low-rank models of time-varying matrices robust to sparse and measurement noise
- Albert Akhriev
- Jakub Marecek
- et al.
- 2020
- AAAI 2020
Conference paper