3 papers
cs.LG2026
Novel Aspects of IEEE SA P3109 Arithmetic Formats for Machine Learning
Andrew Fitzgibbon, Christoph M. Wintersteiger, Jeffrey Sarnoff
The IEEE P3109 draft standard defines a parameterized family of binary floating-point formats and associated operations, with a focus on facilitating machine learning. These format…
cs.AI2026
Imandra CodeLogician: Neuro-Symbolic Reasoning for Precise Analysis of Software Logic
Hongyu Lin, Samer Abdallah, Makar Valentinov +5
Large Language Models (LLMs) have shown strong performance on code understanding tasks, yet they fundamentally lack the ability to perform precise, exhaustive mathematical reasonin…
cs.CR2025
Transparent Attested DNS for Confidential Computing Services
Antoine Delignat-Lavaud, Cédric Fournet, Kapil Vaswani +3
Confidential services running in hardware-protected Trusted Execution Environments (TEEs) can provide higher security assurance, but this requires custom clients and protocols to d…