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ICFP
2002
ACM
14 years 10 months ago
Monads for incremental computing
This paper presents a monadic approach to incremental computation, suitable for purely functional languages such as Haskell. A program that uses incremental computation is able to...
Magnus Carlsson
ESOP
2011
Springer
13 years 1 months ago
Measure Transformer Semantics for Bayesian Machine Learning
Abstract. The Bayesian approach to machine learning amounts to inferring posterior distributions of random variables from a probabilistic model of how the variables are related (th...
Johannes Borgström, Andrew D. Gordon, Michael...
POPL
2007
ACM
14 years 10 months ago
Program verification as probabilistic inference
In this paper, we propose a new algorithm for proving the validity or invalidity of a pre/postcondition pair for a program. The algorithm is motivated by the success of the algori...
Sumit Gulwani, Nebojsa Jojic
ICSE
2004
IEEE-ACM
14 years 10 months ago
Design of Large-Scale Polylingual Systems
Abstract. Building systems from existing applications written in two or more languages is common practice. Such systems are polylingual. Polylingual systems are relatively easy to ...
Mark Grechanik, Don S. Batory, Dewayne E. Perry
ICFP
2003
ACM
14 years 10 months ago
Compiler implementation in a formal logical framework
The task of designing and implementing a compiler can be a difficult and error-prone process. In this paper, we present proach based on the use of higher-order abstract syntax and...
Jason Hickey, Aleksey Nogin, Adam Granicz