Byzantine-Resilient High-Dimensional SGD with Local Iterations on Heterogeneous Data.
Deepesh DataSuhas N. DiggaviPublished in: ICML (2021)
Keyphrases
- heterogeneous data
- high dimensional
- high dimensional data
- data integration
- low dimensional
- data management
- fault tolerant
- dimensionality reduction
- data sources
- heterogeneous databases
- similarity search
- semantic heterogeneity
- metadata
- complex data
- databases
- nearest neighbor
- feature space
- stochastic gradient descent
- data points
- website
- data sets
- knowledge management
- machine learning
- heterogeneous data sources
- web search
- data model
- decision trees
- variable selection