3 papers
cs.ET2026
Thermalizing Stochastic Programs
Mirko Amico, Andraž Jelinčič, Andraž JelinÄiÄ +7
We present a set of tools for mapping general stochastic programs to thermodynamic hardware designed for energy-efficient stochastic sampling. Given a target stochastic program exp…
cs.ET2026
A Framework for Stochastic Differentiable Programming
Guillaume Verdon, Leo Tyrpak, Owen Lockwood +5
We introduce Parametrized Stochastic Circuits (PSCs), a gate-based intermediate representation for programmable stochastic dynamics in which typed local stochastic kernels with tun…
math.PR2025
Responsive dormancy of a spatial population among a moving trap
Helia Shafigh, Leo Tyrpak
In this paper, we study a spatial model for dormancy in a random environment via a two-type branching random walk in continuous-time, where individuals switch between dormant and a…