Benjamin Cox

13 papers A* 1A 1Misc 3Journal 6Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
GraphGrad: Efficient Estimation of Sparse Polynomial Representations for General State-Space Models.
IEEE Trans. Signal Process.
Benjamin Cox, Émilie Chouzenoux, Víctor Elvira
2025 Misc conf
Learning a Sparse Polynomial Approximation to the Transition Function of General State-Space Models.
ICASSP
Benjamin Cox, Émilie Chouzenoux, Víctor Elvira
2025 J jnl
Learning state and proposal dynamics in state-space models using differentiable particle filters and neural networks.
Signal Process.
Benjamin Cox, Santiago Segarra, Víctor Elvira
2025 J jnl
PyDPF: A Python Package for Differentiable Particle Filtering.
CoRR
John-Joseph Brady, Benjamin Cox, Víctor Elvira, Yunpeng Li
2024 Misc conf
End-to-End Learning of Gaussian Mixture Proposals Using Differentiable Particle Filters and Neural Networks.
ICASSP
Benjamin Cox, Sara Pérez-Vieites, Nicolas Zilberstein, Martin Sevilla, Santiago Segarra, Víctor Elvira
2024 J jnl
Learning state and proposal dynamics in state-space models using differentiable particle filters and neural networks.
CoRR
Benjamin Cox, Santiago Segarra, Victor Elvira
2023 J jnl
Sparse Bayesian Estimation of Parameters in Linear-Gaussian State-Space Models.
IEEE Trans. Signal Process.
Benjamin Cox, Víctor Elvira
2023 Misc conf
State and Dynamics Estimation with the Kalman-Langevin filter.
ACSSC
Martin Sevilla, Nicolas Zilberstein, Benjamin Cox, Sara Pérez-Vieites, Víctor Elvira, Santiago Segarra
2022 — conf
Parameter Estimation in Sparse Linear-Gaussian State-Space Models via Reversible Jump Markov Chain Monte Carlo.
EUSIPCO
Benjamin Cox, Víctor Elvira
2021 J jnl
A United States Fair Lending Perspective on Machine Learning.
Frontiers Artif. Intell.
Patrick Hall, Benjamin Cox, Steven Dickerson, Arjun Ravi Kannan, Raghu Kulkarni, Nicholas Schmidt
2008 A conf
Security through redundant data diversity.
DSN
Anh Nguyen-Tuong, David Evans, John C. Knight, Benjamin Cox, Jack W. Davidson
2006 A* conf
N-Variant Systems: A Secretless Framework for Security through Diversity.
USENIX Security Symposium
Benjamin Cox, David Evans
1995 — conf
NetBill Security and Transaction Protocol.
USENIX Workshop on Electronic Commerce
Benjamin Cox