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math.ST2026
Statistical inference for boundary constrained parameters
Jaeseon Lee, Anirban Bhattacharya, Suhasini Subba Rao
Estimation and inference under boundary constraints arises in many areas of statistics, but the available asymptotic theory remains limited and fragmented relative to the classical…
stat.ML2026
MARCEDES: Score-based causal discovery under non-Gaussianity with continuous optimization
Anamitra Chaudhuri, Anirban Bhattacharya, Yang Ni
We consider the problem of learning the underlying causal directed acyclic graph (DAG) structure corresponding to a structural equation model (SEM) with non-Gaussian errors. Motiva…