2 papers
cs.LG2025
Gradual Capacity Growth for Sparse Network Discovery
Qihang Yao, Constantine Dovrolis
Sparse neural network methods typically assume that the target sparsity (or density) is fixed in advance, even though the relationship between network capacity and performance is g…
q-bio.NC2022
Root-Cause Analysis of Activation Cascade Differences in Brain Networks
Qihang Yao, Manoj Chandrasekaran, Constantine Dovrolis
Diffusion MRI imaging and tractography algorithms have enabled the mapping of the macro-scale connectome of the entire brain. At the functional level, probably the simplest way to…