Fishing for User Data in Large-Batch Federated Learning via Gradient Magnification.
Yuxin WenJonas GeipingLiam FowlMicah GoldblumTom GoldsteinPublished in: CoRR (2022)
Keyphrases
- learning algorithm
- data collection
- data analysis
- data sets
- high quality
- end users
- raw data
- background knowledge
- prior knowledge
- data sources
- online learning
- learning systems
- data points
- data mining techniques
- original data
- image data
- human experts
- missing data
- high dimensional data
- user input
- data mining
- data processing
- distributed data
- knowledge discovery
- data quality
- user interface
- database systems
- learning environment
- data structure
- learned models
- user interaction
- input data
- active learning
- bayesian networks
- neural network
- databases