2 papers
stat.ML2026
XMSE-Aware Adaptive Empirical Bayes Estimation
Minghao Chen, Jiale Zheng
Empirical Bayes (EB) estimators can match the first-order asymptotic risk of maximum likelihood (ML) while behaving very differently at second order: recent excess mean squared err…
cs.AI2026
Can Aggregate Invariants Accelerate Continuous Subgraph Matching? Limits, Laws, and a Dynamic Spectral Index
Minghao Chen, Jiale Zheng
Spectral filtering recently delivered substantial pruning for \emph{static} subgraph matching: Laplacian interlacing rejects candidates whose neighborhoods cannot host the query. W…