4 papers
Ridge Regression from Poisson Resetting: A Renewal Perspective on Spectral Regularization
Petar Jolakoski
We connect stochastic resetting from non-equilibrium statistical physics with ridge regularization in statistical learning. For linear gradient flow, resetting to the origin at rat…
Business cycle synchronization between the EU and Western Balkan candidate economies: A Wavelet Analysis
Petar Jolakoski, Viktor Stojkoski, Dragan Tevdovski
Business cycle synchronization between EU and Western Balkan candidate economies is usually modeled with aggregate time-domain correlations that mix short-run and long-run dynamics…
Response to an external field of a generalized Langevin equation with stochastic resetting of the memory kernel
Petar Jolakoski, Lasko Basnarkov, Ljupco Kocarev +3
We study a generalized Langevin equation (GLE) framework that incorporates stochastic resetting of a truncation power-law memory kernel. The inclusion of stochastic resetting enabl…
The impact of stochastic resetting on resource allocation: The case of Reallocating geometric Brownian motion
Petar Jolakoski, Pece Trajanovski, Arnab Pal +3
We study the effects of stochastic resetting on the Reallocating geometric Brownian motion (RGBM), an established model for resource redistribution relevant to systems such as popu…