Publications

199 results for Automated AI

Interpretation Method for Continuous Glucose Monitoring with Subsequence Time-Series Clustering
- - Masaki Ono
  - Takayuki Katsuki
  - et al.
- 2020
- MIE 2020
Reducing Data Motion to Accelerate the Training of Deep Neural Networks
- - Sicong Zhuang
  - Cristiano Malossi
  - et al.
- 2020
- arXiv
AutoAIViz: Opening the blackbox of automated artificial intelligence with conditional parallel coordinates
- - Daniel Karl I. Weidele
  - Justin Weisz
  - et al.
- 2020
- IUI 2020
Trust in AutoML: exploring information needs for establishing trust in automated machine learning systems
- - Jaimie Drozdal
  - Justin Weisz
  - et al.
- 2020
- IUI 2020
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
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
Building calibrated deep models via uncertainty matching with auxiliary interval predictors
- - Jayaraman J. Thiagarajan
  - Bindya Venkatesh
  - et al.
- 2020
- AAAI 2020
GaSPing for utility
- - Mengyang Gu
  - Debarun Bhattacharjya
  - et al.
- 2020
- AAAI 2020
Weighted sampling for combined model selection and hyperparameter tuning
- - Dimitrios Sarigiannis
  - Thomas Parnell
  - et al.
- 2020
- AAAI 2020