SPARe: Supercharged Lexical Retrievers on GPU with Sparse Kernels.
Tiago AlmeidaSérgio MatosPublished in: ECIR (3) (2024)
Keyphrases
- multiple kernel
- real time
- kernel matrices
- sparse data
- additive models
- linear combination
- context sensitive
- kernel function
- kernel methods
- parallel implementation
- support vector
- sparse representation
- context specific
- natural language processing
- domain specific
- gpu implementation
- multiple kernel learning
- parallel computing
- graphics hardware
- positive definite
- sparse coding
- gpu accelerated
- compressive sensing
- parallel computation
- sparse matrix
- graphics processing units
- covariance function
- parallel processing
- lexical features
- positive semi definite