المؤلفون: Papamarkou, Theodore, Skoularidou, Maria, Palla, Konstantina, Aitchison, Laurence, Arbel, Julyan, Dunson, David, Filippone, Maurizio, Fortuin, Vincent, Hennig, Philipp, Hernández-Lobato, José Miguel, Hubin, Aliaksandr, Immer, Alexander, Karaletsos, Theofanis, Khan, Mohammad Emtiyaz, Kristiadi, Agustinus, Li, Yingzhen, Mandt, Stephan, Nemeth, Christopher, Osborne, Michael A., Rudner, Tim G. J., Rügamer, David, Teh, Yee Whye, Welling, Max, Wilson, Andrew Gordon, Zhang, Ruqi

مصطلحات موضوعية: Computer Science - Machine Learning, Statistics - Machine Learning

URL الوصول: http://arxiv.org/abs/2402.00809

المؤلفون: Lachmann, Jon, Hubin, Aliaksandr

مصطلحات موضوعية: Statistics - Computation, 62-02, 62-09, 62F07, 92D20, 90C27, 90C59

URL الوصول: http://arxiv.org/abs/2312.16997

المؤلفون: Hubin, Aliaksandr, Heinze, Georg, De Bin, Riccardo

مصطلحات موضوعية: Statistics - Methodology, Statistics - Computation, 62-02, 62-09, 62F07, 62F15, 62J12, 62J05, 62J99, 62M05, 05A16, 60J22, 92D20, 90C27, 90C59, G.1.2, G.1.6, G.2.1, G.3, I.2.0, I.2.6, I.2.8, I.5.1, I.6, I.6.4

URL الوصول: http://arxiv.org/abs/2305.15903

المؤلفون: Skaaret-Lund, Lars, Storvik, Geir, Hubin, Aliaksandr

مصطلحات موضوعية: Statistics - Machine Learning, Computer Science - Machine Learning, Statistics - Computation, Statistics - Methodology, 62-02, 62-09, 62F07, 62F15, 62J12, 62J05, 62J99, 62M05, 05A16, 60J22, 92D20, 90C27, 90C59, G.1.2, G.1.6, G.2.1, G.3, I.2.0, I.2.6, I.2.8, I.5.1, I.6, I.6.4

URL الوصول: http://arxiv.org/abs/2305.03395

المؤلفون: Hubin, Aliaksandr, Storvik, Geir

مصطلحات موضوعية: Statistics - Machine Learning, Computer Science - Machine Learning, 62-02, 62-09, 62F07, 62F15, 62J12, 62J05, 62J99, 62M05, 05A16, 60J22, 92D20, 90C27, 90C59, G.1.2, G.1.6, G.2.1, G.3, I.2.0, I.2.6, I.2.8, I.5.1, I.6, I.6.4

URL الوصول: http://arxiv.org/abs/2305.00934

المؤلفون: Hubin, Aliaksandr, Frommlet, Florian, Storvik, Geir

المصدر: Published in Proceedings of 22nd European Young Statisticians Meeting (ISBN: 978-960-7943-23-1), 2021. URL: https://www.eysm2021.panteion.gr/files/Proceedings_EYSM_2021.pdf Parpoula & Athanasios Rakitzis

مصطلحات موضوعية: Statistics - Methodology, Statistics - Computation, Statistics - Machine Learning, 62-02, 62-09, 62F07, 62F15, 62J12, 62J05, 62J99, 62M05, 05A16, 60J22, 92D20, 90C27, 90C59

URL الوصول: http://arxiv.org/abs/2110.05316

المؤلفون: Lison, Pierre, Barnes, Jeremy, Hubin, Aliaksandr

مصطلحات موضوعية: Computer Science - Computation and Language, Computer Science - Artificial Intelligence, Computer Science - Machine Learning

URL الوصول: http://arxiv.org/abs/2104.09683

المؤلفون: Lachmann, Jon, Storvik, Geir, Frommlet, Florian, Hubin, Aliaksandr

المصدر: International Journal of Approximate Reasoning. 151:33-63

مصطلحات موضوعية: Bayesian model averaging, Bayesian model selection, MCMC, Subsampling, Tall data, Bayesian networks, Iterative methods, Laplace transforms, Markov processes, Monte Carlo methods, Optimization, Stochastic models, Stochastic systems, Bayesian version, Computational burden, Laplace's approximation, Marginal likelihood, Markov chain Monte Carlo, Markov Chain Monte-Carlo, Large dataset

وصف الملف: print

URL الوصول: https://urn.kb.se/resolve?urn=urn:nbn:se:su:diva-211691
https://doi.org/10.1016/j.ijar.2022.08.018

المؤلفون: Hubin, Aliaksandr, Storvik, Geir, Frommlet, Florian

المصدر: Bayesian Analysis, Volume 15, Number 1 (2020)

مصطلحات موضوعية: Statistics - Methodology, Mathematics - Logic, Statistics - Computation, Statistics - Machine Learning

URL الوصول: http://arxiv.org/abs/2005.00605

المؤلفون: Lison, Pierre, Hubin, Aliaksandr, Barnes, Jeremy, Touileb, Samia

مصطلحات موضوعية: Computer Science - Computation and Language, Computer Science - Machine Learning, Statistics - Machine Learning

URL الوصول: http://arxiv.org/abs/2004.14723

المؤلفون: Hubin, Aliaksandr, Storvik, Geir O, Grini, Paul E, Butenko, Melinka A

المصدر: Austrian Journal of Statistics, 2020, 49(4), 46-56

مصطلحات موضوعية: Statistics - Applications, Quantitative Biology - Genomics, Quantitative Biology - Quantitative Methods, Statistics - Methodology

URL الوصول: http://arxiv.org/abs/2004.13689

المؤلفون: Hubin, Aliaksandr, Storvik, Geir, Frommlet, Florian

المصدر: Journal of Artificial Intelligence Research (2021), Volume 72, Pages 901-942

مصطلحات موضوعية: Statistics - Machine Learning, Computer Science - Machine Learning, Statistics - Computation, Statistics - Methodology, 62-02, 62-09, 62F07, 62F15, 62J12, 62J05, 62J99, 62M05, 05A16, 60J22, 92D20, 90C27, 90C59

URL الوصول: http://arxiv.org/abs/2003.02929

المؤلفون: Hubin, Aliaksandr, Storvik, Geir Olve

المصدر: 2227-7390.

Relation: Hubin, Aliaksandr Storvik, Geir Olve . Sparse Bayesian Neural Networks: Bridging Model and Parameter Uncertainty through Scalable Variational Inference. Mathematics. 2024, 12(6); http://hdl.handle.net/10852/114848; 2263659; Mathematics; 12; 28; https://doi.org/10.3390/math12060788

الاتاحة: http://hdl.handle.net/10852/114848
https://doi.org/10.3390/math12060788

المؤلفون: Halstensen, Thor-David, Hardeland, Camilla, Ghanima, Waleed, Grøndahl, Vigdis Abrahamsen, Hubin, Aliaksandr, Tavoly, Mazdak

المصدر: Research and Practice in Thrombosis and Haemostasis ; volume 8, issue 8, page 102608 ; ISSN 2475-0379

الاتاحة: https://doi.org/10.1016/j.rpth.2024.102608
https://api.elsevier.com/content/article/PII:S2475037924003030?httpAccept=text/xml
https://api.elsevier.com/content/article/PII:S2475037924003030?httpAccept=text/plain

المؤلفون: Hauglie Sommerfelt, Philip Sebastian, Hubin, Aliaksandr

المصدر: 0941-0643.

Relation: Hauglie Sommerfelt, Philip Sebastian Hubin, Aliaksandr . Evolutionary variational inference for Bayesian generalized nonlinear models. Neural Computing & Applications. 2024; http://hdl.handle.net/10852/113843; 2290991; Neural Computing & Applications

الاتاحة: http://hdl.handle.net/10852/113843
https://doi.org/10.1007/s00521-024-10349-1

المؤلفون: Papamarkou, Theodore, Skoularidou, Maria, Palla, Konstantina, Aitchison, Laurence, Arbel, Julyan, Dunson, David, Filippone, Maurizio, Fortuin, Vincent, Hennig, Philipp, Hubin, Aliaksandr, Immer, Alexander, Karaletsos, Theofanis, Khan, Mohammad Emtiyaz, Kristiadi, Agustinus, Li, Yingzhen, Lobato, Jose Miguel Hernandez, Mandt, Stephan, Nemeth, Christopher, Osborne, Michael A., Rudner, Tim G. J., Rügamer, David, Teh, Yee Whye, Welling, Max, Wilson, Andrew Gordon, Zhang, Ruqi

مصطلحات موضوعية: Computer Science - Machine Learning, Statistics - Machine Learning

Relation: http://arxiv.org/abs/2402.00809

الاتاحة: http://arxiv.org/abs/2402.00809

المؤلفون: Hubin, Aliaksandr

مصطلحات موضوعية: Statistics - Machine Learning, Computer Science - Machine Learning, Mathematics - Optimization and Control, Statistics - Computation

URL الوصول: http://arxiv.org/abs/1912.09733

المؤلفون: Hubin, Aliaksandr, Storvik, Geir

مصطلحات موضوعية: Statistics - Machine Learning, Computer Science - Machine Learning, Mathematics - Optimization and Control, Statistics - Computation, Statistics - Methodology, 62-02, 62-09, 62F07, 62F15, 62J12, 62J05, 62J99, 62M05, 05A16, 60J22, 92D20, 90C27, 90C59, G.1.2, G.1.6, G.2.1, G.3, I.2.0, I.2.6, I.2.8, I.5.1, I.6, I.6.4

URL الوصول: http://arxiv.org/abs/1903.07594

المؤلفون: Hubin, Aliaksandr, Storvik, Geir, Frommlet, Florian

مصطلحات موضوعية: Statistics - Methodology, 62-02, 62-09, 62F07, 62F15, 62J12, 62J05, 62J99, 62M05, 05A16, 60J22, 92D20, 90C27, 90C59, G.1.2, G.1.6, G.2.1, G.3, I.2.0, I.2.6, I.2.8, I.5.1, I.6, I.6.4

URL الوصول: http://arxiv.org/abs/1806.02160

المؤلفون: Hubin, Aliaksandr, Storvik, Geir, Frommlet, Florian

المصدر: Bayesian Analysis, Volume 15, Number 1 (2020)

مصطلحات موضوعية: Statistics - Computation, 62-02, 62-09, 62F07, 62F15, 62J12, 62J05, 62J99, 62M05, 05A16, 60J22, 92D20, 90C27, 90C59

URL الوصول: http://arxiv.org/abs/1705.07616