Simone Carlo Surace

According to our database, Simone Carlo Surace authored at least 8 papers between 2019 and 2023.

Collaborative distances:

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

2023

Efficient sampling-based Bayesian Active Learning for synaptic characterization.

Camille Gontier, Simone Carlo Surace, Igor Delvendahl, Martin Müller, Jean-Pascal Pfister

PLoS Comput. Biol., 2023

2022

A Unification of Weighted and Unweighted Particle Filters.

Ehsan Abedi, Simone Carlo Surace, Jean-Pascal Pfister

SIAM J. Control. Optim., 2022

Learning as filtering: Implications for spike-based plasticity.

Jannes Jegminat, Simone Carlo Surace, Jean-Pascal Pfister

PLoS Comput. Biol., 2022

2020

On the choice of metric in gradient-based theories of brain function.

Simone Carlo Surace, Jean-Pascal Pfister, Wulfram Gerstner, Johanni Brea

PLoS Comput. Biol., 2020

Asymptotically Exact Unweighted Particle Filter for Manifold-Valued Hidden States and Point Process Observations.

Simone Carlo Surace, Anna Kutschireiter, Jean-Pascal Pfister

IEEE Control. Syst. Lett., 2020

2019

Online Maximum-Likelihood Estimation of the Parameters of Partially Observed Diffusion Processes.

Simone Carlo Surace, Jean-Pascal Pfister

IEEE Trans. Autom. Control., 2019

How to Avoid the Curse of Dimensionality: Scalability of Particle Filters with and without Importance Weights.

Simone Carlo Surace, Anna Kutschireiter, Jean-Pascal Pfister

SIAM Rev., 2019

Gauge Freedom within the Class of Linear Feedback Particle Filters.

Ehsan Abedi, Simone Carlo Surace

Proceedings of the 58th IEEE Conference on Decision and Control, 2019