causal discovery 1heterogeneous populations 1latent confounding 1mixture models 1rank-based identification 1
From the 1 of 3 linked papers with an AI index.
3 papers
math.PR2026
Mixing times and spectra of non-equilibrium symmetric exclusion processes on general graphs
Leonard J. Schulman, Alistair Sinclair
The symmetric exclusion process (SEP) is a classical model of interacting particles on a graph, in which multiple particles execute random walks subject to the constraint that no t…
cs.LG2026
Causal Discovery in Mixtures of Populations
Bijan Mazaheri, Spencer Gordon, Yuval Rabani +1
The paper proposes a method to identify causal graphs in data that come from a mixture of a few latent populations, even when a global latent confounder is present, by using rank p…
q-bio.PE2024
Diversity in Evolutionary Dynamics
Yuval Rabani, Leonard J. Schulman, Alistair Sinclair
We consider the dynamics imposed by natural selection on the populations of two competing, sexually reproducing, haploid species. In this setting, the fitness of any genome varies…