M. B. Khuzani

activity

20132026

most citedMachine Learning Techniques for Biomedical Image Segmentation: An Overview of Technical Aspects and Introduction to State-of-Art Applications

276 citations · 300 across the 10 of their papers we have counts for

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2 papers · 1 filter

math.PR2026

Spectral Gap Bounds for Langevin Dynamics in Mixed Spherical Spin Glasses

Masoud Badiei Khuzani

We prove lower bounds on the relaxation time $1/ γ_{N, β}$ of Langevin dynamics for mixed spherical spin glasses with even mixture $ξ (x) = \sum_{p \geq 4} γ_{p}^{2} x^{p}$ , under a one-step-repli…

cs.LG2026

A Coulomb Particle Model for Learning Kernel Attention in Transformers

Masoud Badiei Khuzani, Sharath Honnaiah, Atiq Islam +2

Randomized features provide a scalable approximation to kernel machines, but their performance depends strongly on the choice of feature distribution. We propose a particle-based m…