1 citations · 1 across the 2 of their papers we have counts for
3 papers
eess.SP2025
Hybrid Atomic Norm Sparse/Diffuse Channel Estimation
Lei Lyu, Urbashi Mitra
In this paper, the hybrid sparse/diffuse (HSD) channel model in frequency domain is proposed. Based on the structural analysis on the resolvable paths and diffuse scattering statis…
eess.SP2025★ 1 cited
Causal Link Discovery with Unequal Edge Error Tolerance
Joni Shaska, Urbashi Mitra
This paper proposes a novel framework for causal discovery with asymmetric error control, called Neyman-Pearson causal discovery. Despite the importance of applications where diffe…
math.ST2025
Bayesian causal discovery: Posterior concentration and optimal detection
Valentinian Lungu, Joni Shaska, Ioannis Kontoyiannis +1
We consider the problem of Bayesian causal discovery for the standard model of linear structural equations with equivariant Gaussian noise. A uniform prior is placed on the space o…