Adaptive debiased SGD in high-dimensional GLMs with streaming data.
Ruijian HanLan LuoYuanhang LuoYuanyuan LinJian HuangPublished in: CoRR (2024)
Keyphrases
- streaming data
- high dimensional
- data streams
- concept drift
- sliding window
- evolving data streams
- stream mining
- data stream mining
- stream processing
- low dimensional
- machine learning
- stream data
- data distribution
- multi dimensional
- dimensionality reduction
- similarity search
- high dimensional data
- anomaly detection
- feature space
- stochastic gradient descent
- database systems
- massive data streams
- noisy data
- decision trees
- neural network
- streaming time series
- drift detection