Simone Carlo Surace

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 9

Top Topics

Quasi Monte Carlo

Multiple Object Tracking

Diffusion Processes

Top Venues

PLoS Comput. Biol.

IEEE Control. Syst. Lett.

Publications

Camille Gontier, Simone Carlo Surace, Igor Delvendahl, Martin Müller, Jean-Pascal Pfister
Efficient sampling-based Bayesian Active Learning for synaptic characterization. PLoS Comput. Biol. 19 (8) (2023)
Ehsan Abedi, Simone Carlo Surace, Jean-Pascal Pfister
A Unification of Weighted and Unweighted Particle Filters. SIAM J. Control. Optim. 60 (2) (2022)
Jannes Jegminat, Simone Carlo Surace, Jean-Pascal Pfister
Learning as filtering: Implications for spike-based plasticity. PLoS Comput. Biol. 18 (2) (2022)
Ehsan Abedi, Simone Carlo Surace, Jean-Pascal Pfister
A Unification of Weighted and Unweighted Particle Filters. CoRR (2020)
Simone Carlo Surace, Jean-Pascal Pfister, Wulfram Gerstner, Johanni Brea
On the choice of metric in gradient-based theories of brain function. PLoS Comput. Biol. 16 (4) (2020)
Simone Carlo Surace, Anna Kutschireiter, Jean-Pascal Pfister
Asymptotically Exact Unweighted Particle Filter for Manifold-Valued Hidden States and Point Process Observations. IEEE Control. Syst. Lett. 4 (2) (2020)
Simone Carlo Surace, Jean-Pascal Pfister
Online Maximum-Likelihood Estimation of the Parameters of Partially Observed Diffusion Processes. IEEE Trans. Autom. Control. 64 (7) (2019)
Simone Carlo Surace, Anna Kutschireiter, Jean-Pascal Pfister
How to Avoid the Curse of Dimensionality: Scalability of Particle Filters with and without Importance Weights. SIAM Rev. 61 (1) (2019)
Ehsan Abedi, Simone Carlo Surace
Gauge Freedom within the Class of Linear Feedback Particle Filters. CDC (2019)