Sep. 24 | New arXiv preprint! Title: Recursive nested filtering for efficient amortized Bayesian experimental design. [arXiv]
June 24 | Joining both the BAYSM 2024 and 2024 ISBA World meeting next week! I will be giving a talk (29th June) and presenting a poster (5th July) on parameter-space exploration in nested filtering. See you in Venice!
May 24 | Happy to announce that I am an invited speaker at the SMC 2024. See you there! [slides][video]
Apr. 24 | Published paper in ICASSP 2024! Title: End-to-End Learning of Gaussian Mixture Proposals Using Differentiable Particle Filters and Neural Networks. [DOI][pdf]
Jan. 24 | Starting a new postdoctoral position in the School of Electrical Engineering, Aalto University!
Jan. 24 | Glad to serve as reviewer in IEEE Transactions of Signal Processing .
Oct. 23 | Published paper in Asilomar 2023! Title: State and Dynamics Estimation with the Kalman-Langevin filter. [DOI][pdf]
June 23 | Contributed talk at the MCM 2023. Title: Adaptive Gaussian nested filter for joint parameter and state estimation in state-space models. [slides]
Apr. 23 | Glad to serve as reviewer for the EUSIPCO 2023.
Feb. 23 | Invited talk at the Statistics Seminar (School of Mathematics, University of Edinburgh). Title: Nested filtering methods for Bayesian inference in state space models. [slides]
Feb. 23 | Happy to provide support to the MSc Earth Observation Challenge (organized by Saxavord and the University of Edinburgh).
Feb. 23 | Accepted paper in ICASSP 2023! Title: Adaptive Gaussian nested filter for parameter estimation and state tracking in dynamical systems. [DOI][pdf]