L2 Regularization and Batch Norm
Stephen Weeks joined Jane Street in 2007, having previously worked on the MLton Standard ML compiler at NEC Research and at startups in the San Francisco Bay Area. He’s still learning about how to express thought clearly in software.
10 posts by Stephen Weeks
Dec 11, 2013 | 1 min read I usually think of two module types S1 and S2 as being equivalent if the following two functors type check:
Mar 22, 2012 | 1 min read The upcoming ML workshop is September 13th in Copenhagen. The goal is to bring together users and researchers, with users particularly welcome to propose a...
Oct 17, 2011 | 5 min read If you’ve ever wondered what it means in OCaml when there is a + or - in front of a type variable, read on.
Aug 02, 2011 | 8 min read We use OCaml’s optional arguments a fair bit at Jane Street. One nagging problem has been coming up with a good way of documenting in...
May 14, 2008 | 2 min read Here’s a little trick that I find useful when I get a type error due to a function that I believe is polymorphic, but isn’t...
Apr 25, 2008 | 2 min read Here’s a type-checking problem I ran into today. I had a module with a variant type matching a signature that exposed the variant type.
Mar 20, 2008 | 1 min read Here’s another puzzle:
Mar 14, 2008 | 1 min read In OCaml, referring to constructors defined in other modules can be somewhat awkward. Suppose we have a module like the following.
Mar 11, 2008 | 1 min read The Unix module defines the Unix_error exception constructor.
Mar 07, 2008 | 1 min read Is it possible in OCaml to implement a universal type, into which any other type can be embedded? More concretely, is possible to implement the...