activity
20202026
collaborators

7 papers

cs.LG2026

Interpretability for Turing Machines

Billy Snikkers, Rumi Salazar, Daniel Murfet +1

We show that susceptibilities, an interpretability technique developed for neural networks, can identify the presence of algorithmic structure in Turing machines by probing the loc…

cs.IT2026

Solomonoff Induction and Singular Integrals

Will Troiani, Daniel Murfet

The Solomonoff distribution assigns an a priori probability to a finite binary string by summing over all programs whose output begins with , weighting a program of leng…

cs.LO2025

Programs as Singularities

Daniel Murfet, Will Troiani

We develop a correspondence between the structure of Turing machines and the structure of singularities of real analytic functions, based on connecting the Ehrhard-Regnier derivati…

math.LO2025

Linear Logic and the Hilbert Scheme

William Troiani, Daniel Murfet

We introduce a geometric model of shallow multiplicative exponential linear logic (MELL) using the Hilbert scheme. Building on previous work interpreting multiplicative linear logi…

math.LO2024

Linear Logic and Quantum Error Correcting Codes

Daniel Murfet, William Troiani

We develop a point of view on reduction of multiplicative proof nets based on quantum error-correcting codes. To each proof net we associate a code, in such a way that cut-eliminat…

math.LO2022

Elimination and cut-elimination in multiplicative linear logic

Daniel Murfet, William Troiani

We associate to every proof structure in multiplicative linear logic an ideal which represents the logical content of the proof as polynomial equations. We show how cut-elimination…

math.LO2020

Gentzen-Mints-Zucker duality

Daniel Murfet, William Troiani

The Curry-Howard correspondence is often described as relating proofs (in intutionistic natural deduction) to programs (terms in simply-typed lambda calculus). However this narrati…