Quadratic Speedups in Parallel Sampling from Determinantal Distributions.
Nima AnariCallum BurgessKevin TianThuy-Duong VuongPublished in: SPAA (2023)
Keyphrases
- parallel processing
- point processes
- orders of magnitude
- parallel implementation
- probability distribution
- highly skewed
- parallel computing
- objective function
- exponential distributions
- sampling algorithm
- massively parallel
- shared memory
- monte carlo
- random variables
- sampling strategies
- similarity measure
- parallel hardware
- data sets