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Publication profile

Publication profile

Martin Jullum

Martin, Jullum
Name: Martin Jullum
Title: Seniorforsker / Senior Research Scientist
Phone: (+47) 22852608
Email: Martin [dot] Jullum [at] nr [dot] no
Scientific areas: Statistical analysis and methodology, Machine learning, Model selection
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    Academic journal articles

    2018

    Jullum, Martin; Hjort, Nils Lid. What price semiparametric Cox regression? Lifetime Data Analysis (ISSN 1380-7870). pp 1-33. doi: 10.1007/s10985-018-9450-7. 2018.

    2017

    Jullum, Martin; Hjort, Nils Lid. Parametric or nonparametric: The FIC approach. Statistica sinica (ISSN 1017-0405). 27(3) pp 951-981. doi: 10.5705/ss.202015.0364. 2017.

    2016

    Jullum, Martin; Kolbjørnsen, Odd. A Gaussian-based framework for local Bayesian inversion of geophysical data to rock properties. Geophysics (ISSN 0016-8033). 81(3) pp R75. doi: 10.1190/geo2015-0314.1. 2016.

    Kolbjørnsen, Odd; Buland, Arild; Hauge, Ragnar; Røe, Per; Jullum, Martin; Metcalfe, Richard William; Skjæveland, Øyvind. Bayesian AVO inversion to rock properties using a local neighborhood in a spatial prior model. The Leading Edge (ISSN 1070-485X). 35(5) pp 431-436. doi: 10.1190/tle35050431.1. 2016.

    2015

    Jullum, Martin; Kolbjørnsen, Odd. A Gaussian-based framework for local Bayesian inversion of geophysical data to rock properties. Geophysics (ISSN 0016-8033). 81(3) pp R75. doi: 10.1190/GEO2015-0314.1. 2015.

    Academic chapters

    2015

    Hermansen, Gudmund Horn; Hjort, Nils Lid; Jullum, Martin. Parametric or nonparametric: the FIC approach for stationary time series. In: Proceedings of the 60th World Statistics Congress of the International Statistical Institute, ISI2015. The International Statistical Institute. (ISBN 978-90-73592-35-3). pp 4827-4832. 2015. Full-text 

    Abstracts at scientific conferences

    2015

    Jullum, Martin; Kolbjørnsen, Odd. An Approximate Bayesian Inversion Framework based on Local-Gaussian Likelihoods. EarthDoc. . doi: 10.3997/2214-4609.201413634. 2015. Review 

    Academic lectures

    2018

    Jullum, Martin; Hjort, Nils Lid. Parametric or nonparametric, that’s the question. Konferanse, The FocuStat conference 2018, 22.05.2018 - 25.05.2018.

    2017

    Jullum, Martin; Thorarinsdottir, Thordis Linda; Bachl, Fabian. Estimating the seal pup abundance in the Greenland Sea with Bayesian hierarchical modeling. Konferanse, Det 17. norske statistikermøtet; Fredrikstad, 12.06.2017 - 15.06.2017.

    Jullum, Martin. A focused model selection criterion for selecting among parametric and nonparametric models. Workshop, Building Bridges at Bislett, 22.05.2017 - 24.05.2017.

    Thorarinsdottir, Thordis Linda; Jullum, Martin; Guttorp, Peter. Bayesian modelling of cluster point process models. Konferanse, Spatial Statistics 2017; Lancaster, 04.07.2017 - 07.07.2017.

    2016

    Jullum, Martin. FIC with a nonparametric candidate – a new strategy for FIC construction. Workshop, FICology; Oslo, 09.05.2016 - 11.05.2016.

    Jullum, Martin; Thorarinsdottir, Thordis Linda; Bachl, Fabian. Estimating seal pup abundance with LGCP. Konferanse, Autumn Meeting on Latent Gaussian Models, 10.10.2016 - 11.10.2016.

    2015

    Jullum, Martin; Kolbjørnsen, Odd. An Approximate Bayesian Inversion Framework based on Local-gaussian Likelihoods. Konferanse, Petroleum Geostatistics; Biarritz, 07.09.2015 - 11.09.2015.

    Jullum, Martin. An approximate Bayesian geophysical inversion framework based on local-Gaussian likelihoods. Workshop, Oslo Graduate School in Biostatistics Workshop; Klækken, Hønefoss, 29.05.2015 - 30.05.2015.

    Jullum, Martin. Parametric of Nonparametric: The FIC Approach for Time Series. Konferanse, 18th Norwegian Statistical Meeting; Solstrand, Bergen, 16.06.2015 - 18.06.2015.

    2014

    Jullum, Martin; Hjort, Nils Lid. Parametric or Nonparametric: The Focused Information Criterion Approach. Konferanse, 2014 Joint Statistical Meetings; Boston, 02.08.2014 - 07.08.2014.

    2013

    Jullum, Martin. Parametric or Nonparametric: The Focused Information Criterion Approach (+ Approximate Bayesian Inference). Seminar, SFI-lunsj; Norsk Regnesentral, Oslo, 20.10.2013.

    Jullum, Martin; Hjort, Nils Lid. Parametric or Nonparametric: The FIC Approach. Konferanse, 17th Norwegian Statistical meeting; Halden, 11.06.2013 - 13.06.2013.

    Jullum, Martin; Hjort, Nils Lid. Parametric or Nonparametric: The FIC Approach. Konferanse, 29-th European Meeting of Statisticians; Budapest, 20.07.2013 - 25.07.2103.

    Scientific lectures

    2019

    Jullum, Martin; Bolstad, Lars Erik. Mindre rutinearbeid med maskinlæring -- Automatisk deteksjon av hvitvasking. Konferanse, Make Data Smart Again; Oslo, 09.05.2019.

    2018

    Jullum, Martin. XGBoost - efficient tree boosting. Seminar, Big Insight lunch seminar, 31.01.2018.

    Løland, Anders; Jullum, Martin; Huseby, Ragnar Bang. Detecting money laundering transactions – two stories. Konferanse, DNB Data Summit 2018; Oslo, 30.11.2018.

    2016

    Jullum, Martin. New focused approaches to topics within model selection and approximate Bayesian inversion. Annet, Disputas, 01.04.2016.

    Jullum, Martin. Empirical likelihood. Annet, Trial lecture, PhD, 01.04.2016.

    2013

    Jullum, Martin. Approximate Bayesian Inference for Geophysical Inverse Problems. Workshop, Oslo Graduate School in Biostatistics Workshop; Hønefoss, 24.05.2013 - 25.05.2013.

    Doctoral dissertations

    2016

    Jullum, Martin. New focused approaches to topics within model selection and approximate Bayesian inversion. Oslo: Faculty of Mathematics and Natural Sciences, University of Oslo . pp 185. 2016.

    Reports

    2018

    Jullum, Martin; Løland, Anders; Huseby, Ragnar Bang; Ånonsen, Geir; Lorentzen, Johannes P. Detecting money laundering transactions -- which transactions should we learn from? Norsk Regnesentral, . NR-notat SAMBA/06/18. pp 22. 2018.

    Jullum, Martin; Thorarinsdottir, Thordis Linda; Bachl, Fabian. Estimating seal pup production in the Greenland Sea using Bayesian hierarchical modeling. Norsk Regnesentral, . NR-notat SAMBA/04/18. pp 25. 2018. Full-text 

    2017

    Aas, Kjersti; Jullum, Martin; Neef, Linda Reiersølmoen. Maskinlæring for vurdering av forsikringsrisiko. Norsk Regnesentral, Oslo. NR-notat SAMBA/14/2017. pp 81. 2017.

    Holden, Lars; Jullum, Martin; Sandve, Geir Kjetil. Statistical modeling of repertoire overlap in entire sampling spaces. Norsk Regnesentral, . NR-notat SAMBA/13/2017. pp 15. 2017. Full-text 

    2011

    Jullum, Martin. Hypotesetesting av strekklengde for Seigmenn. Norsk Regnesentral, Oslo. NR-notat SAMBA/25/11. pp 28. 2011.

    Jullum, Martin. Vindprognoser og strømpriser. Norsk Regnesentral, Oslo. NR-notat SAMBA/26/11. pp 21. 2011.

    Popular scientific articles

    2011

    Storvik, Bård; Jullum, Martin. Strekker Laban seg litt lengre? Forskning.no : nettavis med nyheter fra norsk og internasjonal forskning. 29.09.2011. Full-text 

    Website (informational material)

    2015

    Hjort, Nils Lid; Jullum, Martin. To liv: kvinnene i Lillestrøm som ble født på samme dag og døde på samme dag. 2015. Data 

    Hjort, Nils Lid; Jullum, Martin. To liv: kvinnene i Lillestrøm som ble født på samme dag og døde på samme dag (FocuStat Blog Post). 2015. Full-text 

    Media contributions

    2015

    Jullum, Martin; Banos, David Ruiz. Hvis man sjekker en billion kvinner, vil man finne fem slike par. 2015. Aftenposten TV [TV] 22.10.2015. Full-text 

    Masters thesis

    2012

    Jullum, Martin. Focused information criteria for selecting among parametric and nonparametric models. 2012. Review 

Postal address:
Norsk Regnesentral/
Norwegian Computing Center
P.O. Box 114 Blindern
NO-0314 Oslo
Norway
Visit address:
Norsk Regnesentral
Gaustadalleen 23a
Kristen Nygaards hus
NO-0373 Oslo.
Phone:
(+47) 22 85 25 00
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Postal address: Norsk Regnesentral/Norwegian Computing Center, P.O. Box 114 Blindern, NO-0314 Oslo, Norway
Visit address: Norsk Regnesentral, Gaustadalleen 23a, Kristen Nygaards hus, NO-0373 Oslo.
Phone: (+47) 22 85 25 00
AddressHow to get to NR