Smoothing a program soundly and robustly
We study the foundations of smooth interpretation, a recently-proposed program approximation scheme that facilitates the use of local numerical search techniques (e.g., gradient descent) in program analysis and synthesis. While the popular techniques for local optimization works well only on relativ...
| Main Authors: | , |
|---|---|
| Other Authors: | |
| Format: | Article |
| Language: | en_US |
| Published: |
Springer Berlin / Heidelberg
2012
|
| Online Access: | http://hdl.handle.net/1721.1/73901 https://orcid.org/0000-0001-7604-8252 |