Niels Richard Hansen
Professor
Department of Mathematical Sciences
Universitetsparken 5
2100 København Ø
- 2018
- Published
Causal learning for partially observed stochastic dynamical systems
Mogensen, S. W., Malinsky, D. & Hansen, Niels Richard, 2018, 34th Conference on Uncertainty in Artificial Intelligence 2018, UAI 2018. Globerson, A., Globerson, A. & Silva, R. (eds.). Association For Uncertainty in Artificial Intelligence (AUAI), Vol. 1. p. 350-360 11 p.Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
- Published
FANCD2 binding identifies conserved fragile sites at large transcribed genes in avian cells
Pentzold, C., Shah, S. A., Hansen, Niels Richard, Le Tallec, B., Seguin-Orlando, A., Debatisse, M., Lisby, Michael & Østergaard, Vibe Hallundbæk, 2018, In: Nucleic Acids Research. 46, 3, p. 1280-1294 15 p.Research output: Contribution to journal › Journal article › Research › peer-review
- Published
On Stein's unbiased risk estimate for reduced rank estimators
Hansen, Niels Richard, 1 Apr 2018, In: Statistics and Probability Letters. 135, p. 76-82 7 p.Research output: Contribution to journal › Journal article › Research › peer-review
- Published
Degrees of freedom for piecewise Lipschitz estimators
Mikkelsen, F. R. & Hansen, Niels Richard, 1 May 2018, In: Annales de l'Institut Henri Poincaré, Probabilités et Statistiques. 54, 2, p. 819-841 23 p.Research output: Contribution to journal › Journal article › Research › peer-review
- 2019
- Published
Causal structure learning for partially observed multivariate event processes
Hansen, Niels Richard, Mogensen, S. W. & Malinsky, D., 2019, Foundations and new horizons for causal inference. Meinshausen, N., Peters, J., Richardson, T. & Schölkopf, B. (eds.). Mathematisches Forschungsinstitut Oberwolfach, p. 1519-1521 (Oberwolfach Reports; No. 25, Vol. 2019).Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research
- Published
Sparse network estimation for dynamical spatio-temporal array models
Lund, A. & Hansen, Niels Richard, 1 Nov 2019, In: Journal of Multivariate Analysis. 174, 16 p., 104532.Research output: Contribution to journal › Journal article › Research › peer-review
- 2020
- Published
Graphical continuous Lyapunov models
Varando, G. & Hansen, Niels Richard, 2020, Proceedings of the 36th Conference on Uncertainty in Artificial Intelligence (UAII). Peters, J. & Sontag, D. (eds.). PMLR, p. 989-998 (Proceedings of Machine Learning Research, Vol. 124).Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
- Published
Markov equivalence of marginalized local independence graphs
Mogensen, S. W. & Hansen, Niels Richard, Feb 2020, In: Annals of Statistics. 48, 1, p. 539-559Research output: Contribution to journal › Journal article › Research › peer-review
- 2021
- Published
Identification of Partially Observed Linear Causal Models: Graphical Conditions for the Non-Gaussian and Heterogeneous Cases
Adams, Jeffrey Glenn, Hansen, Niels Richard & Zhang, K., 2021, Advances in Neural Information Processing Systems 34 (NeurIPS). NeurIPS Proceedings, p. 1-12Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
- Published
Testing Conditional Independence via Quantile Regression Based Partial Copulas
Petersen, L. & Hansen, Niels Richard, 2021, In: Journal of Machine Learning Research. 22, p. 1-47Research output: Contribution to journal › Journal article › Research › peer-review
ID: 7337
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Multivariate Hawkes process models of the occurrence of regulatory elements
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291
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Sparse group lasso and high dimensional multinomial classification
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249
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FANCD2 binding identifies conserved fragile sites at large transcribed genes in avian cells
Research output: Contribution to journal › Journal article › Research › peer-review
Published