157 citations · 439 across the 16 of their papers we have counts for
20 papers
Commitment Against Front Running Attacks
Andrea Canidio, Vincent Danos
We provide a game-theoretic analysis of the problem of front-running attacks. We use it to distinguish attacks from legitimate competition among honest users for having their trans…
Efficient estimates of optimal transport via low-dimensional embeddings
Patric M. Fulop, Vincent Danos
Optimal transport distances (OT) have been widely used in recent work in Machine Learning as ways to compare probability distributions. These are costly to compute when the data li…
Rate Equations for Graphs
Vincent Danos, Tobias Heindel, Ricardo Honorato-Zimmer +1
In this paper, we combine ideas from two different scientific traditions: 1) graph transformation systems (GTSs) stemming from the theory of formal languages and concurrency, and 2…
Combinatorial Conversion and Moment Bisimulation for Stochastic Rewriting Systems
Nicolas Behr, Vincent Danos, Ilias Garnier
We develop a novel method to analyze the dynamics of stochastic rewriting systems evolving over finitary adhesive, extensive categories. Our formalism is based on the so-called rul…
The Born Supremacy: Quantum Advantage and Training of an Ising Born Machine
Brian Coyle, Daniel Mills, Vincent Danos +1
The search for an application of near-term quantum devices is widespread. Quantum Machine Learning is touted as a potential utilisation of such devices, particularly those which ar…
Compiling Combinatorial Genetic Circuits with Semantic Inference
William Waites, Goksel Misirli, Matteo Cavaliere +2
A central strategy of synthetic biology is to understand the basic processes of living creatures through engineering organisms using the same building blocks. Biological machines d…