Trust in AutoML: exploring information needs for establishing trust in automated machine learning systems
- Jaimie Drozdal
- Justin Weisz
- et al.
- 2020
- IUI 2020
Publications
206 results for Automated AI
Towards Automating the AI Operations Lifecycle
- Matthew Arnold
- Jeffrey Boston
- et al.
- 2020
- MLSys 2020
Pursuit of low-rank models of time-varying matrices robust to sparse and measurement noise
- Albert Akhriev
- Jakub Marecek
- et al.
- 2020
- AAAI 2020
Uncorrected least-squares temporal difference with lambda-return
- 2020
- AAAI 2020
Joint modeling of local and global temporal dynamics for multivariate time series forecasting with missing values
- Xianfeng Tang
- Huaxiu Yao
- et al.
- 2020
- AAAI 2020
EvolveGCN: Evolving graph convolutional networks for dynamic graphs
- Aldo Pareja
- Giacomo Domeniconi
- et al.
- 2020
- AAAI 2020
An ADMM based framework for AutoML pipeline configuration
- Sijia Liu
- Parikshit Ram
- et al.
- 2020
- AAAI 2020
Generalizable resource allocation in stream processing via deep reinforcement learning
- Xiang Ni
- Jing Li
- et al.
- 2020
- AAAI 2020
Building calibrated deep models via uncertainty matching with auxiliary interval predictors
- Jayaraman J. Thiagarajan
- Bindya Venkatesh
- et al.
- 2020
- AAAI 2020
Parallel AND/OR search for marginal MAP
- Radu Marinescu
- Akihiro Kishimoto
- et al.
- 2020
- AAAI 2020