Shaan Desai

Publication Activity (10 Years)

Years Active: 2020-2021
Publications (10 Years): 7

Top Topics

Hyperparameters

Top Venues

Publications

Shaan Desai, Marios Mattheakis, David Sondak, Pavlos Protopapas, Stephen J. Roberts
Port-Hamiltonian Neural Networks for Learning Explicit Time-Dependent Dynamical Systems. CoRR (2021)
Jack Parker-Holder, Vu Nguyen, Shaan Desai, Stephen J. Roberts
Tuning Mixed Input Hyperparameters on the Fly for Efficient Population Based AutoRL. CoRR (2021)
Shaan Desai, Marios Mattheakis, Hayden Joy, Pavlos Protopapas, Stephen J. Roberts
One-Shot Transfer Learning of Physics-Informed Neural Networks. CoRR (2021)
Jack Parker-Holder, Vu Nguyen, Shaan Desai, Stephen J. Roberts
Tuning Mixed Input Hyperparameters on the Fly for Efficient Population Based AutoRL. NeurIPS (2021)
Roxana Pamfil, Nisara Sriwattanaworachai, Shaan Desai, Philip Pilgerstorfer, Paul Beaumont, Konstantinos Georgatzis, Bryon Aragam
DYNOTEARS: Structure Learning from Time-Series Data. CoRR (2020)
Shaan Desai, Stephen Roberts
VIGN: Variational Integrator Graph Networks. CoRR (2020)
Roxana Pamfil, Nisara Sriwattanaworachai, Shaan Desai, Philip Pilgerstorfer, Konstantinos Georgatzis, Paul Beaumont, Bryon Aragam
DYNOTEARS: Structure Learning from Time-Series Data. AISTATS (2020)