How do Data Science Workers Collaborate? Roles, Workflows, and Tools
- Amy X. Zhang
- Michael Muller
- et al.
- 2020
- PACM HCI
Paper
Publications
240 results for Automated AI
Interpretation Method for Continuous Glucose Monitoring with Subsequence Time-Series Clustering
- Masaki Ono
- Takayuki Katsuki
- et al.
- 2020
- MIE 2020
Conference paperReducing Data Motion to Accelerate the Training of Deep Neural Networks
- Sicong Zhuang
- Cristiano Malossi
- et al.
- 2020
- arXiv
PaperAutoAIViz: Opening the blackbox of automated artificial intelligence with conditional parallel coordinates
- Daniel Karl I. Weidele
- Justin Weisz
- et al.
- 2020
- IUI 2020
Conference paperTrust in AutoML: exploring information needs for establishing trust in automated machine learning systems
- Jaimie Drozdal
- Justin Weisz
- et al.
- 2020
- IUI 2020
Conference paperTowards Automating the AI Operations Lifecycle
- Matthew Arnold
- Jeffrey Boston
- et al.
- 2020
- MLSys 2020
Workshop paperJoint modeling of local and global temporal dynamics for multivariate time series forecasting with missing values
- Xianfeng Tang
- Huaxiu Yao
- 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 paperEvolveGCN: Evolving graph convolutional networks for dynamic graphs
- Aldo Pareja
- Giacomo Domeniconi
- et al.
- 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 paper