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Publications information icon

Bayesian inference and maximum entropy methods in science and engineering

Peer-reviewed
Laksameethanasan, Danai; Brandt, Sami S.
-2007Publications information icon

Bayesian Inference Federated Learning for Heart Rate Prediction

Peer-reviewed
Open access
DOI
10.1007/978-3-030-70569-5_8
Fang, Lei; Liu, Xiaoli; Su, Xiang; Ye, Juan; Dobson, Simon; Hui, Pan; Tarkoma, Sasu
Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engi...2021Publications information icon

Bayesian Inference for Stochastic Multipath Radio Channel Models

Peer-reviewed
Open access
DOI
10.1109/TAP.2022.3215820
Hirsch, Christian; Bharti, Ayush; Pedersen, Troels; Waagepetersen, Rasmus
IEEE Transactions on Antennas and Propagation2023Publications information icon

Robust Bayesian Inference: variable and structure selection and variational inference

Open access
Catalina, Alejandro
Aalto University2023Publications information icon

3D Object Recognition Based on Hierarchical Eigen-Shapes and Bayesian Inference

Peer-reviewed
DOI
10.1117/12.444179
Kostiainen, Timo; Kalliomäki, Ilkka; Tamminen, Toni; Lampinen, Jouko
Proceedings of SPIE2001Publications information icon

Bayesian optimization for likelihood-free inference of simulator-based statistical models

Peer-reviewed
Open access
Gutmann, Michael U.; Corander, Jukka
Journal of Machine Learning Research2016Publications information icon

Bayesian Optimization for Likelihood-Free Inference of Simulator-Based Statistical Models

Peer-reviewed
Open access
Gutmann, Michael U.; Corander, Jukka
Journal of Machine Learning Research2016Publications information icon

Parameter Inference for Computational Cognitive Models with Approximate Bayesian Computation

Peer-reviewed
Open access
DOI
10.1111/cogs.12738
Kangasrääsiö, Antti; Jokinen, Jussi P.P.; Oulasvirta, Antti; Howes, Andrew; Kaski, Samuel
COGNITIVE SCIENCE2019Publications information icon

Bayesian inference for spatio-temporal spike-and-slab priors

Peer-reviewed
Open access
Andersen, Michael Riis; Vehtari, Aki; Winther, Ole; Kai Hansen, Lars
Journal of Machine Learning Research2017Publications information icon

Instantaneous R for COVID-19 in Turkey: Estimation by Bayesian Statistical Inference

Peer-reviewed
Open access
DOI
10.5336/medsci.2020-76462
Kerem Şenel; Mesut Özdinç; Selcen Öztürkcan; Ahmet Akgül
Turkiye Klinikleri Journal of Medical Sciences2020

Bayesian inference and maximum entropy methods in science and engineering

Peer-reviewed
2007

Bayesian Inference Federated Learning for Heart Rate Prediction

Peer-reviewed
Open access
DOI
10.1007/978-3-030-70569-5_8
2021

Bayesian Inference for Stochastic Multipath Radio Channel Models

Peer-reviewed
Open access
DOI
10.1109/TAP.2022.3215820
2023

Robust Bayesian Inference: variable and structure selection and variational inference

Open access
2023

3D Object Recognition Based on Hierarchical Eigen-Shapes and Bayesian Inference

Peer-reviewed
DOI
10.1117/12.444179
2001

Bayesian optimization for likelihood-free inference of simulator-based statistical models

Peer-reviewed
Open access
2016

Bayesian Optimization for Likelihood-Free Inference of Simulator-Based Statistical Models

Peer-reviewed
Open access
2016

Parameter Inference for Computational Cognitive Models with Approximate Bayesian Computation

Peer-reviewed
Open access
DOI
10.1111/cogs.12738
2019

Bayesian inference for spatio-temporal spike-and-slab priors

Peer-reviewed
Open access
2017

Instantaneous R for COVID-19 in Turkey: Estimation by Bayesian Statistical Inference

Peer-reviewed
Open access
DOI
10.5336/medsci.2020-76462
2020