Jonas Martin Peters
Professor
Department of Mathematical Sciences
Universitetsparken 5, 2100 København Ø, 04 Matematik E, Building: 04-3-22A
ORCID: 0000-0002-1487-7511
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- 2013
Causal Inference on Time Series using Structural Equation Models
Peters, Jonas Martin, Janzing, D. & Schölkopf, B., 2013, Advances in Neural Information Processing Systems 25 (NIPS). p. 585-592 8 p.Research output: Chapter in Book/Report/Conference proceeding › Book chapter › Research › peer-review
Counterfactual Reasoning and Learning Systems: The Example of Computational Advertising
Bottou, L., Peters, Jonas Martin, Quiñonero-Candela, J., Charles, D. X., Chickering, D. M., Portugualy, E., Ray, D., Simard, P. & Snelson, E., 2013, In: Journal of Machine Learning Research. 14, p. 3207-3260 54 p.Research output: Contribution to journal › Journal article › Research › peer-review
Identifying Finite Mixtures of Nonparametric Product Distributions and Causal Inference of Confounders
Sgouritsa, E., Janzing, D., Peters, Jonas Martin & Schölkopf, B., 2013, Proceedings of the 29th Annual Conference on Uncertainty in Artificial Intelligence (UAI). p. 556-565 10 p.Research output: Chapter in Book/Report/Conference proceeding › Book chapter › Research › peer-review
ID: 164527659
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Inferring causation from time series in Earth system sciences
Research output: Contribution to journal › Journal article › Research › peer-review
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102
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Switching Regression Models and Causal Inference in the Presence of Discrete Latent Variables
Research output: Contribution to journal › Journal article › Research › peer-review
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101
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The hardness of conditional independence testing and the generalised covariance measure
Research output: Contribution to journal › Journal article › Research › peer-review
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