Compact proofs of model performance via mechanistic interpretability

J Gross, R Agrawal, T Kwa, E Ong, CH Yip… - The Thirty-eighth …, 2024 - openreview.net
We propose using mechanistic interpretability--techniques for reverse engineering model
weights into human-interpretable algorithms--to derive and compactly prove formal …

Towards a Scalable Proof Engine: A Performant Prototype Rewriting Primitive for Coq

J Gross, A Erbsen, J Philipoom, R Agrawal… - Journal of Automated …, 2024 - Springer
We address the challenges of scaling verification efforts to match the increasing complexity
and size of systems. We propose a research agenda aimed at building a performant proof …

Practical and Sound Equality Tests, Automatically: Deriving eqType Instances for Jasmin's Data Types with Coq-Elpi

B Grégoire, JC Léchenet, E Tassi - Proceedings of the 12th ACM …, 2023 - dl.acm.org
In this paper we describe the design and implementation of feqb, a tool that synthesizes
sound equality tests for inductive data types in the dependent type theory of the Coq system …

Towards a Scalable Proof Engine: A Performant Prototype Rewriting Primitive for Coq

J Gross, A Erbsen, J Philipoom, R Agrawal… - arXiv preprint arXiv …, 2023 - arxiv.org
We address the challenges of scaling verification efforts to match the increasing complexity
and size of systems. We propose a research agenda aimed at building a performant proof …

Mechanization of pomset languages in the Coq proof assistant for the specification of weak memory models

EA Moiseenko, VP Gladstein, AV Podkopaev… - Journal Scientific and …, 2022 - ntv.ifmo.ru
Memory models define semantics of concurrent programs operating on shared memory.
Theory of these models is an active research topic. As new models emerge, the problem of …

Curiously Empty Intersection of Proof Engineering and Computational Sciences

S Kiiskinen - Impact of Scientific Computing on Science and Society, 2023 - Springer
The tools and techniques of proof engineering have not yet been applied to the
computational sciences. We try to explain why and investigate their potential to advance the …

[HTML][HTML] Формализация языков частично упорядоченных мультимножеств в системе Coq для спецификации слабых моделей памяти

ЕА Моисеенко, ВП Гладштейн… - … , механики и оптики, 2022 - cyberleninka.ru
Предмет исследования. Модели памяти задают семантику многопоточных программ,
работающих с разделяемой памятью. В настоящее время эта область активно …

[图书][B] Foundational Integration Verification of Diverse Software and Hardware Components

A Erbsen - 2023 - search.proquest.com
Foundational Integration Verification of Diverse Software and Hardware Components Page 1
Foundational Integration Verification of Diverse Software and Hardware Components by …

НАУЧНО-ТЕХНИЧЕСКИЙ ВЕСТНИК ИНФОРМАЦИОННЫХ ТЕХНОЛОГИЙ, МЕХАНИКИ И ОПТИКИ

ЕА МОИСЕЕНКО, ВП ГЛАДШТЕЙН… - НАУЧНО …, 2022 - elibrary.ru
Предмет исследования. Модели памяти задают семантику многопоточных программ,
работающих с разделяемой памятью. В настоящее время эта область активно …

[PDF][PDF] The Curiously Empty Intersection of Proof Engineering and Computational Sciences (Extended Version)

S Kiiskinen - users.jyu.fi
Proof engineering tools and techniques have not yet been applied to computational
sciences. We try to explain why and investigate their potential to advance the field. More …