math

Interesting recent SIAM introductory paper on Stochastic Rounding.

Looks pretty interesting as in numerical computing deterministic rounding can introduce errors, since floating point numbers can sometimes automatically trail off significant rounding bits.

Deterministic rounding in AI contexts with accumulated multiplication, can accumulate large error propagation. Stochastic Rounding errors with mean 0.

Interesting recent SIAM introductory paper on Stochastic Rounding.

Looks pretty interesting as in numerical computing deterministic rounding can introduce errors, since floating point numbers can sometimes automatically trail off significant rounding bits.

Deterministic rounding in AI contexts with accumulated multiplication, can accumulate large error propagation. Stochastic Rounding errors with mean 0.

https://www.siam.org/publications/siam-news/articles/stochastic-rounding-20-with-a-view-towards-complexity-analysis