Browsing by Author "Solin, Arno"

Title: Combining pseudo-point and state space approximations for sum-separable Gaussian processes Author(s): Tebbutt, Will; Solin, Arno; Turner, Richard E. Date: 2021 Series: Proceedings of the 37th Conference on Uncertainty in Artificial Intelligence, Proceedings of Machine Learning Research, Volume 161

Title: Computationally efficient Bayesian learning of Gaussian process state space models Author(s): Svensson, Andreas; Solin, Arno; Särkkä, Simo; Schön, Thomas B. Date: 2016 Series: Proceedings of the Nineteenth International Conference on Artificial Intelligence and Statistics (AISTATS), Proceedings of Machine Learning Research, Volume 51

Title: Computationally inferred genealogical networks uncover long-term trends in assortative mating Author(s): Malmi, Eric; Gionis, Aristides; Solin, Arno Date: 2018 Series: Proceedings of the International World Wide Web Conference (WWW)

Title: Cubature Integration Methods in Non-Linear Kalman Filtering and Smoothing Author(s): Solin, Arno Date: 2010 Informaatio- ja luonnontieteiden tiedekunta | Bachelor's thesis

Title: Deep learning based speed estimation for constraining strapdown inertial navigation on smartphones Author(s): Cortes Reina, Santiago; Solin, Arno; Kannala, Juho Date: 2018 Series: 2018 IEEE 28th International Workshop on Machine Learning for Signal Processing (MLSP)

Title: Dual parameterization of sparse variational Gaussian processes Author(s): Adam, Vincent; Chang, Paul; Khan, Mohammad Emtiyaz; Solin, Arno Date: 2021 Series: Advances in Neural Information Processing Systems 34 pre-proceedings (NeurIPS 2021), Advances in Neural Information Processing Systems

Title: Dynamic retrospective filtering of physiological noise in BOLD fMRI: DRIFTER Author(s): Särkkä, Simo; Solin, Arno; Nummenmaa, Aapo; Vehtari, Aki; Auranen, Toni; Vanni, Simo; Lin, Fa-Hsuan Date: 2012 Series: NeuroImage, Volume 60, Issue 2 School of Science

Title: End-to-End Probabilistic Inference for Nonstationary Audio Analysis Author(s): Wilkinson, William; Andersen, Michael; Reiss, Joshua D.; Stowell, Dan; Solin, Arno Date: 2019 Series: Proceedings of the 36th International Conference on Machine Learning (ICML), Proceedings of Machine Learning Research, Volume 97

Title: Hilbert space methods for reduced-rank Gaussian process regression Author(s): Solin, Arno; Särkkä, Simo Date: 2019 Series: STATISTICS AND COMPUTING

Title: Hilbert Space Methods in Infinite-Dimensional Kalman Filtering Author(s): Solin, Arno Date: 2012 | Master's thesis

Title: Inertial Odometry on Handheld Smartphones Author(s): Solin, Arno; Cortes Reina, Santiago; Rahtu, Esa; Kannala, Juho Date: 2018 Series: 2018 21st International Conference on Information Fusion (FUSION)

Title: Infinite-Horizon Gaussian Processes Author(s): Solin, Arno; Hensman, James; Turner, Richard E. Date: 2018 Series: 32nd Conference on Neural Information Processing Systems (NeurIPS 2018), Montréal, Canada., Advances in Neural Information Processing Systems, Volume 31

Title: Interpolation consistency training for semi-supervised learning Author(s): Verma, Vikas; Kawaguchi, Kenji; Lamb, Alex; Kannala, Juho; Solin, Arno; Bengio, Yoshua; Lopez-Paz, David Date: 2022 Series: Neural Networks, Volume 145

Title: Know Your Boundaries Author(s): Solin, Arno; Kok, Manon Date: 2019 Series: Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics (AISTATS), Proceedings of Machine Learning Research, Volume 89

Title: A Look at Improving Robustness in Visual-inertial SLAM by Moment Matching Author(s): Solin, Arno; Li, Rui; Pilzer, Andrea Date: 2022 Series: Proceedings of the 25th International Conference on Information Fusion, FUSION 2022

Title: Modeling and Interpolation of the Ambient Magnetic Field by Gaussian Processes Author(s): Solin, Arno; Kok, Manon; Wahlstrom, Niklas; Schon, Thomas B.; Sarkka, Simo Date: 2018 Series: IEEE Transactions on Robotics, Volume 34, issue 4

Title: Non-separable spatio-temporal graph kernels via SPDEs Author(s): Nikitin, Alexander; John, Ti; Solin, Arno; Kaski, Samuel Date: 2022 Series: Proceedings of The 25th International Conference on Artificial Intelligence and Statistics, Proceedings of Machine Learning Research, Volume 151

Title: Periodic Activation Functions Induce Stationarity Author(s): Meronen, Lassi; Trapp, Martin; Solin, Arno Date: 2021 Series: Advances in Neural Information Processing Systems 34 pre-proceedings (NeurIPS 2021), Advances in Neural Information Processing Systems

Title: Pioneer Networks Author(s): Heljakka, Ari; Solin, Arno; Kannala, Juho Date: 2019 Series: Computer Vision – ACCV 2018, Lecture notes in computer science, Volume 11361

Title: PIVO Author(s): Solin, Arno; Cortés Reina, Santiago; Rahtu, Esa; Kannala, Juho Date: 2018 Series: Proceedings - 2018 IEEE Winter Conference on Applications of Computer Vision, WACV 2018, IEEE Winter Conference on Applications of Computer Vision

Browsing by Author "Solin, Arno"

Browsing by Author "Solin, Arno"

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