5 citations · 5 across the 3 of their papers we have counts for
5 papers
Language Models for Code Optimization: Survey, Challenges and Future Directions
Jingzhi Gong, Vardan Voskanyan, Paul Brookes +7
Language models (LMs) built upon deep neural networks (DNNs) have recently demonstrated breakthrough effectiveness in software engineering tasks such as code generation, completion…
Sharp regularity for singular obstacle problems
Damião J. Araújo, Rafayel Teymurazyan, Vardan Voskanyan
We obtain sharp local regularity of solutions for singular obstacle problems, Euler-Lagrange equation of which is given by …
On a Mean Field Optimal Control Problem
Jose A. Carrillo, Edgard A. Pimentel, Vardan K. Voskanyan
In this paper we consider a mean field optimal control problem with an aggregation-diffusion constraint, where agents interact through a potential, in the presence of a Gaussian no…
Regularity for second order stationary mean-field games
Edgard A. Pimentel, Vardan Voskanyan
In this paper, we prove the existence of classical solutions for second order stationary mean-field game systems. These arise in ergodic (mean-field) optimal control, convex degene…
Short-time existence of solutions for mean-field games with congestion
Diogo Gomes, Vardan Voskanyan
We consider time-dependent mean-field games with congestion that are given by a system of a Hamilton-Jacobi equation coupled with a Fokker-Planck equation. The congestion effects m…