Akshunna S. Dogra

According to our database, Akshunna S. Dogra authored at least 7 papers between 2020 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

SHAPER: Can You Hear the Shape of a Jet?

Demba E. Ba, Akshunna S. Dogra, Rikab Gambhir, Abiy Tasissa, Jesse Thaler

CoRR, 2023

2022

Universality of Winning Tickets: A Renormalization Group Perspective.

William T. Redman, Tianlong Chen, Zhangyang Wang, Akshunna S. Dogra

Proceedings of the International Conference on Machine Learning, 2022

2021

Universality of Deep Neural Network Lottery Tickets: A Renormalization Group Perspective.

William T. Redman, Tianlong Chen, Akshunna S. Dogra, Zhangyang Wang

CoRR, 2021

2020

Local error quantification for efficient neural network dynamical system solvers.

Akshunna S. Dogra, William T. Redman

CoRR, 2020

A blueprint for building efficient Neural Network Differential Equation Solvers.

Akshunna S. Dogra

CoRR, 2020

Hamiltonian Neural Networks for solving differential equations.

Marios Mattheakis, David Sondak, Akshunna S. Dogra, Pavlos Protopapas

CoRR, 2020

Optimizing Neural Networks via Koopman Operator Theory.

Akshunna S. Dogra, William T. Redman

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020