Elamvazhuthi, Karthik

3 publications

ICML 2025 Universal Approximation of Mean-Field Models via Transformers Shiba Biswal, Karthik Elamvazhuthi, Rishi Sonthalia

AAAI 2024 A Score-Based Deterministic Diffusion Algorithm with Smooth Scores for General Distributions Karthik Elamvazhuthi, Xuechen Zhang, Matthew Jacobs, Samet Oymak, Fabio Pasqualetti

L4DC 2023 Learning on Manifolds: Universal Approximations Properties Using Geometric Controllability Conditions for Neural ODEs Karthik Elamvazhuthi, Xuechen Zhang, Samet Oymak, Fabio Pasqualetti