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math.DG2026
Remarks on prescribed scalar curvature functions
Mingxiang Li, Quoc Anh Ngo, Xingwang Xu
This short article is devoted to the study of the positive solution of Yamabe-type semi-linear equation with prescribed coefficient on general closed manifolds. Our main result is…
cs.IT2026
Approximate Uniformity in Finite Convolution Models
Nilava Metya, Satyaki Mukherjee
The problem of the uniform law being a sum of two independent distributions has been well studied. Here, we study the approximation of the uniform law to a sum of two distributions…
cs.LG2026
Attention as In-Context Empirical Bayes: A Two-Stage View via Particle Dynamics
Matthew Smart, Soumya Ganguly, Nilava Metya +2
We study minimal attention-only transformers under all-token corruption and show they admit a two-stage empirical Bayes interpretation. A single attention step computes a kernel-we…