A Unified Analysis of Federated Learning with Arbitrary Client Participation
- Shiqiang Wang
- Mingyue Ji
- 2022
- NeurIPS 2022
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177 results for Automated AI
AUTOMATA: Gradient Based Data Subset Selection for Compute-Efficient Hyper-parameter Tuning
- Krishnateja Killamsetty
- Guttu Sai Abhishek
- et al.
- 2022
- NeurIPS 2022
A Scalable AutoML Approach Based on Graph Neural Networks
- Mossad Helali
- Essam Mansour
- et al.
- 2022
- VLDB 2022
Bandit Limited Discrepancy Search and Application to Machine Learning Pipeline Optimization
- Akihiro Kishimoto
- Djallel Bouneffouf
- et al.
- 2022
- AAAI 2022
It is AI's Turn to Ask Humans a Question: Question-Answer Pair Generation for Children's Story Books
- Bingsheng Yao
- Dakuo Wang
- et al.
- 2022
- ACL 2022
DeepFD: Automated Fault Diagnosis and Localization for Deep Learning Programs
- Jialun Cao
- Meiziniu Li
- et al.
- 2022
- ICSE 2022
Development of polymer information systems to support accelerated materials development via AI-enabled automated experimentation
- 2022
- ACS Spring 2022
Searching for Machine Learning Pipelines Using a Context-Free Grammar
- Radu Marinescu
- Akihiro Kishimoto
- et al.
- 2021
- AAAI 2021
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