Performative Federated Learning: A Solution to Model-Dependent and Heterogeneous Distribution Shifts.
Kun JinTongxin YinZhongzhu ChenZeyu SunXueru ZhangYang LiuMingyan LiuPublished in: AAAI (2024)
Keyphrases
- learning models
- probabilistic model
- probability distribution
- learning algorithm
- theoretical framework
- learning scheme
- gaussian distribution
- statistical model
- prior knowledge
- mathematical model
- closed form
- learning process
- learning systems
- decision theoretic
- data sets
- hidden markov models
- digital libraries
- machine learning
- neural network
- computational model
- knowledge acquisition
- objective function
- neural nets
- similarity measure
- high level