Vinesha Peiris

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 5

Top Topics

Risk Minimization

Convex Functions

Top Venues

Appl. Math. Comput.

Adv. Comput. Math.

Publications

Vinesha Peiris, Vera Roshchina, Nadezda Sukhorukova
Artificial neural networks with uniform norm-based loss functions. Adv. Comput. Math. 50 (3) (2024)
Vinesha Peiris, Reinier Díaz Millán, Nadezda Sukhorukova, Julien Ugon
A comparison of rational and neural network based approximations. CoRR (2023)
Vinesha Peiris, Nir Sharon, Nadezda Sukhorukova, Julien Ugon
Generalised rational approximation and its application to improve deep learning classifiers. Appl. Math. Comput. 389 (2021)
Elior Kalfon, Vinesha Peiris, Nir Sharon, Nadia Sukhorukova, Julien Ugon
Flexible rational approximation for matrix functions. CoRR (2021)
Vinesha Peiris, Nadezda Sukhorukova, Vera Roshchina
Deep Learning with Nonsmooth Objectives. CoRR (2021)