activity
20132020
most citedA Differential-form Pullback Programming Language for Higher-order Reverse-mode Automatic Differentiation

10 citations · 17 across the 5 of their papers we have counts for

collaborators

7 papers

cs.LO20201 cited

The Extended Theory of Trees and Algebraic (Co)datatypes

Fabian Zaiser, C. -H. Luke Ong

The first-order theory of finite and infinite trees has been studied since the eighties, especially by the logic programming community. Following Djelloul, Dao and Frühwirth, we co…

cs.PL202010 cited

A Differential-form Pullback Programming Language for Higher-order Reverse-mode Automatic Differentiation

Carol Mak, Luke Ong

Building on the observation that reverse-mode automatic differentiation (AD) -- a generalisation of backpropagation -- can naturally be expressed as pullbacks of differential 1-for…

cs.LO20192 cited

Polynomial Probabilistic Invariants and the Optional Stopping Theorem

Anne Schreuder, C. -H. Luke Ong

In this paper we present methods for the synthesis of polynomial invariants for probabilistic transition systems. Our approach is based on martingale theory. We construct invariant…

cs.LO2019

Change Actions: Models of Generalised Differentiation

Mario Alvarez-Picallo, C. -H. Luke Ong

Cai et al. have recently proposed change structures as a semantic framework for incremental computation. We generalise change structures to arbitrary cartesian categories and propo…

cs.PL2018

Fixing Incremental Computation: Derivatives of Fixpoints, and the Recursive Semantics of Datalog

Mario Alvarez-Picallo, Alex Eyers-Taylor, Michael Peyton Jones +1

Incremental computation has recently been studied using the concepts of change structures and derivatives of programs, where the derivative of a function allows updating the output…

cs.LO20152 cited

A Type System for proving Depth Boundedness in the pi-calculus

Emanuele D'Osualdo, Luke Ong

The depth-bounded fragment of the pi-calculus is an expressive class of systems enjoying decidability of some important verification problems. Unfortunately membership of the fragm…