Silvina Ponce Dawson

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 5

Top Topics

Unsupervised Learning

Recurrent Networks

Diffusion Coefficient

Top Venues

IEEE Trans. Inf. Theory

PLoS Comput. Biol.

Publications

Germán Abrevaya, Mahta Ramezanian-Panahi, Jean-Christophe Gagnon-Audet, Pablo Polosecki, Irina Rish, Silvina Ponce Dawson, Guillermo A. Cecchi, Guillaume Dumas
Effective Latent Differential Equation Models via Attention and Multiple Shooting. Trans. Mach. Learn. Res. 2024 (2024)
German Abrevaya, Mahta Ramezanian-Panahi, Jean-Christophe Gagnon-Audet, Irina Rish, Pablo Polosecki, Silvina Ponce Dawson, Guillermo A. Cecchi, Guillaume Dumas
GOKU-UI: Ubiquitous Inference through Attention and Multiple Shooting for Continuous-time Generative Models. CoRR (2023)
Inés Armendáriz, Pablo A. Ferrari, Daniel Fraiman, José Mario Martínez, Silvina Ponce Dawson
Group Testing With Nested Pools. IEEE Trans. Inf. Theory 68 (2) (2022)
German 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
Learning Brain Dynamics With Coupled Low-Dimensional Nonlinear Oscillators and Deep Recurrent Networks. Neural Comput. 33 (8) (2021)
German Abrevaya, Aleksandr Y. Aravkin, Guillermo A. Cecchi, Irina Rish, Pablo Polosecki, Peng Zheng, Silvina Ponce Dawson
Learning Nonlinear Brain Dynamics: van der Pol Meets LSTM. CoRR (2018)
Lorena Sigaut, John E. Pearson, Alejandro Colman-Lerner, Silvina Ponce Dawson
Messages Do Diffuse Faster than Messengers: Reconciling Disparate Estimates of the Morphogen Bicoid Diffusion Coefficient. PLoS Comput. Biol. 10 (6) (2014)