Kamil Dedecius

Publication Activity (10 Years)

Years Active: 2011-2023
Publications (10 Years): 10

Top Topics

Dirichlet Prior

Probabilistic Logic

Bayesian Formulation

Exponential Family

Top Venues

IEEE Signal Process. Lett.

IEEE Trans. Signal Process.

Publications

Radomír Zemlicka, Kamil Dedecius
Robust Online Modeling of Counts in Agent Networks. IEEE Trans. Signal Inf. Process. over Networks 9 (2023)
Kamil Dedecius, Radomír Zemlicka
Sequential Poisson Regression in Diffusion Networks. IEEE Signal Process. Lett. 27 (2020)
Kamil Dedecius, Ondrej Tichy
Collaborative Sequential State Estimation Under Unknown Heterogeneous Noise Covariance Matrices. IEEE Trans. Signal Process. 68 (2020)
Kamil Dedecius, Petar M. Djuric
Sequential Estimation and Diffusion of Information Over Networks: A Bayesian Approach With Exponential Family of Distributions. IEEE Trans. Signal Process. 65 (7) (2017)
Kamil Dedecius, Vladimíra Seckárová
Factorized Estimation of Partially Shared Parameters in Diffusion Networks. IEEE Trans. Signal Process. 65 (19) (2017)
Kamil Dedecius, Vladimíra Seckárová
Diffusion estimation of mixture models with local and global parameters. SSP (2016)
Petar M. Djuric, Kamil Dedecius
Bayesian estimation of unknown parameters over networks. EUSIPCO (2016)
Kamil Dedecius, Petar M. Djuric
Diffusion filtration with approximate Bayesian computation. ICASSP (2015)
Kamil Dedecius, Jan Reichl, Petar M. Djuric
Sequential Estimation of Mixtures in Diffusion Networks. IEEE Signal Process. Lett. 22 (2) (2015)
Kamil Dedecius
Adaptive approximate filtering of state-space models. EUSIPCO (2015)
Kamil Dedecius, Vladimíra Seckárová
Distributed modelling of big dynamic data with generalized linear models. FUSION (2014)
Pavel Ettler, Kamil Dedecius
Quantification of Information Uncertainty for the Purpose of Condition Monitoring. ICINCO (1) (2014)
Kamil Dedecius, Pavel Ettler
Hierarchical Modelling of Industrial System Reliability with Probabilistic Logic. ICINCO (1) (2014)
Kamil Dedecius
Collaborative Kalman Filtration - Bayesian Perspective. ICINCO (1) (2014)
Kamil Dedecius
Diffusion estimation of state-space models: Bayesian formulation. MLSP (2014)
Kamil Dedecius, Pavel Ettler
Overview of Bounded Support Distributions and Methods for Bayesian Treatment of Industrial Data. ICINCO (1) (2013)
Kamil Dedecius, Vladimíra Seckárová
Dynamic Diffusion Estimation in Exponential Family Models. IEEE Signal Process. Lett. 20 (11) (2013)
Kamil Dedecius, Radek Hofman
Autoregressive Model with Partial Forgetting within Rao-Blackwellized Particle Filter. Commun. Stat. Simul. Comput. 41 (5) (2012)
Kamil Dedecius, Vladimíra Seckárová
Dynamic Bayesian diffusion estimation CoRR (2012)
Kamil Dedecius, Pavel Ettler
Adaptive Continuous Hierarchical Model-based Decision Making - For Process Modelling with Realistic Requirements. ICINCO (1) (2011)
Pavel Ettler, Kamil Dedecius, Dani Juricic, Aleksander Preglej
Advanced soft sensor technology to be used for cold rolling mills. ETFA (2011)