Silvina Ponce Dawson

According to our database, Silvina Ponce Dawson authored at least 6 papers between 2014 and 2024.

Collaborative distances:

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

2024

Effective Latent Differential Equation Models via Attention and Multiple Shooting.

Germán Abrevaya, Mahta Ramezanian-Panahi, Jean-Christophe Gagnon-Audet, Pablo Polosecki, Irina Rish, Silvina Ponce Dawson, Guillermo A. Cecchi, Guillaume Dumas

Trans. Mach. Learn. Res., 2024

2023

GOKU-UI: Ubiquitous Inference through Attention and Multiple Shooting for Continuous-time Generative Models.

Germán Abrevaya, Mahta Ramezanian-Panahi, Jean-Christophe Gagnon-Audet, Irina Rish, Pablo Polosecki, Silvina Ponce Dawson, Guillermo A. Cecchi, Guillaume Dumas

CoRR, 2023

2022

Group Testing With Nested Pools.

Inés Armendáriz, Pablo A. Ferrari, Daniel Fraiman, José Mario Martínez, Silvina Ponce Dawson

IEEE Trans. Inf. Theory, 2022

2021

Learning Brain Dynamics With Coupled Low-Dimensional Nonlinear Oscillators and Deep Recurrent Networks.

Germán Abrevaya, Guillaume Dumas, Aleksandr Y. Aravkin, Peng Zheng, Jean-Christophe Gagnon-Audet, James R. Kozloski, Pablo Polosecki, Guillaume Lajoie, David D. Cox, Silvina Ponce Dawson, Guillermo A. Cecchi, Irina Rish

Neural Comput., 2021

2018

Learning Nonlinear Brain Dynamics: van der Pol Meets LSTM.

Germán Abrevaya, Aleksandr Y. Aravkin, Guillermo A. Cecchi, Irina Rish, Pablo Polosecki, Peng Zheng, Silvina Ponce Dawson

CoRR, 2018

2014

Messages Do Diffuse Faster than Messengers: Reconciling Disparate Estimates of the Morphogen Bicoid Diffusion Coefficient.

Lorena Sigaut, John E. Pearson, Alejandro Colman-Lerner, Silvina Ponce Dawson

PLoS Comput. Biol., 2014