Research output per year
Supervised work per year
Supervised Work
Search results
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2022
Machine Learning for Healthcare
Jaskari, J., 2022, Aalto University. 174 p.Research output: Thesis › Doctoral Thesis › Collection of Articles
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2021
State-space deep Gaussian processes with applications
Zhao, Z., 2021, Aalto University. 246 p.Research output: Thesis › Doctoral Thesis › Collection of Articles
Open Access -
2020
Iterative and Geometric Methods for State Estimation in Non-linear Models
Tronarp, F., 2020, Aalto University. 159 p.Research output: Thesis › Doctoral Thesis › Collection of Articles
Open Access -
Recursive Smoother Type Variable Splitting Methods for State Estimation
Gao, R., 2020, Aalto University. 153 p.Research output: Thesis › Doctoral Thesis › Collection of Articles
Open Access -
2019
Kernel-Based and Bayesian Methods for Numerical Integration
Karvonen, T., 2019, Aalto University. 186 p.Research output: Thesis › Doctoral Thesis › Collection of Articles
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2018
Machine learning in neonatal intensive care
Rinta-Koski, O-P., 2018, Aalto University. 128 p.Research output: Thesis › Doctoral Thesis › Collection of Articles
Open Access -
2016
Particle and Sigma-Point Methods for State and Parameter Estimation in Nonlinear Dynamic Systems
Kokkala, J., 2016, Aalto University. 126 p.Research output: Thesis › Doctoral Thesis › Collection of Articles
Open Access -
Stochastic Differential Equation Methods for Spatio-Temporal Gaussian Process Regression
Solin, A., 2016, Aalto University. 140 p.Research output: Thesis › Doctoral Thesis › Collection of Articles
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2013
Sequential Inference for Latent Temporal Gaussian Process Models
Hartikainen, J., 2013, Aalto University. 176 p.Research output: Thesis › Doctoral Thesis › Collection of Articles