Frédéric Cérou

Particle Swarm Optimization Algorithm and Its Applications: A Systematic Review

Optical vortices 30 years on: OAM manipulation from topological charge to multiple singularities

A stable particle filter for a class of high-dimensional state-space models

Modeling and characterization of a few-mode EDFA supporting four mode groups for mode division multiplexing

6×56-Gb/s mode-division multiplexed transmission over 33-km few-mode fiber enabled by 6×6 MIMO equalization

Probability Machines

Taking the Human Out of the Loop: A Review of Bayesian Optimization

Cubature Kalman Filtering for Continuous-Discrete Systems: Theory and Simulations

Delay-Spread Distribution for Multimode Fiber With Strong Mode Coupling

Few Mode Transmission Fiber With Low DGD, Low Mode Coupling, and Low Loss

Self-Avoiding Random Dynamics on Integer Complex Systems

Simultaneous wavelength and orbital angular momentum demultiplexing using tunable MEMS-based Fabry-Perot filter

A random forest guided tour

Mode-Division Multiplexing Over 96 km of Few-Mode Fiber Using Coherent 6$\,\times\,$6 MIMO Processing

Vector beam generation via micrometer-scale photonic integrated circuits and plasmonic nano-antennae

Few Mode Transmission Fiber with low DGD, low Mode Coupling and low Loss

Consumer credit risk: Individual probability estimates using machine learning

Space-division multiplexing in optical fibres

Cubature Kalman Filters

An Overview of Existing Methods and Recent Advances in Sequential Monte Carlo

Industrial Applications of the Kalman Filter: A Review

Limit theorems for the multilevel splitting algorithm in the simulation of rare events

Two mode transmission at 2x100Gb/s, over 40km-long prototype few-mode fiber, using LCOS-based programmable mode multiplexer and demultiplexer

Limit theorems for the multilevel splitting algorithm in the simulation of rare events

Sequential Monte Carlo for rare event estimation

Particle and cell approximations for nonlinear filtering

A non asymptotic variance theorem for unnormalized Feynman-Kac particle models

Rates of Convergence of the Functional $k$-Nearest Neighbor Estimate

A nonasymptotic theorem for unnormalized Feynman–Kac particle models