3 papers
math.PR2026
Consensus time for asynchronous relaxation: graph dependence
Chenyu Gan
We study the asynchronous relaxation introduced by Amir, Nazarov, and Peres: at each step, a uniformly chosen vertex minimizes its incident energy. For the profil…
cs.LG2026
Rising Multi-Armed Bandits with Known Horizons
Seockbean Song, Chenyu Gan, Youngsik Yoon +3
The Rising Multi-Armed Bandit (RMAB) framework models environments where expected rewards of arms increase with plays, which models practical scenarios where performance of each op…
math.PR2025
Convergence rate of -relaxation on a graph to a -harmonic function with given boundary values
Chenyu Gan, Yuval Peres, Junchi Zuo
We analyze the following dynamics on a connected graph with vertices. Let , where the set of interior vertices is disjoint from the s…