Publications

194 results for Automated AI

Pursuit of low-rank models of time-varying matrices robust to sparse and measurement noise
- - Albert Akhriev
  - Jakub Marecek
  - et al.
- 2020
- AAAI 2020
An ADMM based framework for AutoML pipeline configuration
- - Sijia Liu
  - Parikshit Ram
  - 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
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
Weighted sampling for combined model selection and hyperparameter tuning
- - Dimitrios Sarigiannis
  - Thomas Parnell
  - et al.
- 2020
- AAAI 2020
Uncorrected least-squares temporal difference with lambda-return
- - Takayuki Osogami
- 2020
- AAAI 2020
GaSPing for utility
- - Mengyang Gu
  - Debarun Bhattacharjya
  - et al.
- 2020
- AAAI 2020
Generalizable resource allocation in stream processing via deep reinforcement learning
- - Xiang Ni
  - Jing Li
  - et al.
- 2020
- AAAI 2020
Parallel AND/OR search for marginal MAP
- - Radu Marinescu
  - Akihiro Kishimoto
  - et al.
- 2020
- AAAI 2020