Akshunna S. Dogra

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 8

Top Topics

Differential Equations

Shape Description

Top Venues

Publications

Demba E. Ba, Akshunna S. Dogra, Rikab Gambhir, Abiy Tasissa, Jesse Thaler
SHAPER: Can You Hear the Shape of a Jet? CoRR (2023)
William T. Redman, Tianlong Chen, Zhangyang Wang, Akshunna S. Dogra
Universality of Winning Tickets: A Renormalization Group Perspective. ICML (2022)
William T. Redman, Tianlong Chen, Akshunna S. Dogra, Zhangyang Wang
Universality of Deep Neural Network Lottery Tickets: A Renormalization Group Perspective. CoRR (2021)
Akshunna S. Dogra, William T. Redman
Optimizing Neural Networks via Koopman Operator Theory. NeurIPS (2020)
Akshunna S. Dogra
A blueprint for building efficient Neural Network Differential Equation Solvers. CoRR (2020)
Akshunna S. Dogra, William T. Redman
Local error quantification for efficient neural network dynamical system solvers. CoRR (2020)
Marios Mattheakis, David Sondak, Akshunna S. Dogra, Pavlos Protopapas
Hamiltonian Neural Networks for solving differential equations. CoRR (2020)
Akshunna S. Dogra, William T. Redman
Optimizing Neural Networks via Koopman Operator Theory. CoRR (2020)