Johan Pensar
Orcid: 0000-0002-5158-5761
According to our database1,
Johan Pensar
authored at least 23 papers
between 2013 and 2024.
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Bibliography
2024
Decis. Support Syst., March, 2024
Improving generalization of machine learning-identified biomarkers using causal modelling with examples from immune receptor diagnostics.
Nat. Mac. Intell., 2024
Proceedings of the Forty-first International Conference on Machine Learning, 2024
2023
Uncertainty quantification in automated valuation models with locally weighted conformal prediction.
CoRR, 2023
2022
DagSim: Combining DAG-based model structure with unconstrained data types and relations for flexible, transparent, and modularized data simulation.
CoRR, 2022
Improving generalization of machine learning-identified biomarkers with causal modeling: an investigation into immune receptor diagnostics.
CoRR, 2022
2021
High-dimensional structure learning of sparse vector autoregressive models using fractional marginal pseudo-likelihood.
Stat. Comput., 2021
The immuneML ecosystem for machine learning analysis of adaptive immune receptor repertoires.
Nat. Mach. Intell., 2021
2020
High-dimensional structure learning of binary pairwise Markov networks: A comparative numerical study.
Comput. Stat. Data Anal., 2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
2019
CoRR, 2019
2018
Proceedings of the International Conference on Probabilistic Graphical Models, 2018
2017
Stat. Comput., 2017
Pattern Recognit. Lett., 2017
Int. J. Approx. Reason., 2017
2016
Int. J. Approx. Reason., 2016
Marginal and simultaneous predictive classification using stratified graphical models.
Adv. Data Anal. Classif., 2016
Proceedings of the Dependence Logic, Theory and Applications, 2016
2015
Labeled directed acyclic graphs: a generalization of context-specific independence in directed graphical models.
Data Min. Knowl. Discov., 2015
2013
Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013