Be Like Water: Adaptive Floating Point for Machine Learning.
Thomas YehMax SternerZerlina LaiBrandon ChuangAlexander IhlerPublished in: ICML (2022)
Keyphrases
- floating point
- machine learning
- fixed point
- square root
- learning algorithm
- interval arithmetic
- data structure
- data mining
- instruction set
- floating point arithmetic
- sparse matrices
- bayesian networks
- computer vision
- signal processing
- state space
- high resolution
- water quality
- pairwise
- fast fourier transform
- similarity measure
- information systems