Jonas Peters

Jonas Peters

University of Copenhagen - Copenhagen / Denmark
Natural Sciences / Mathematical Sciences
AD Scientific Index ID: 1455224
Københavns Universitet
person_outline Jonas Peters's MOST POPULAR ARTICLES
1-) Elements of causal inference: foundations and learning algorithmsJ Peters, D Janzing, B SchölkopfThe MIT Press, 201712002017
2-) Nonlinear causal discovery with additive noise modelsP Hoyer, D Janzing, JM Mooij, J Peters, B SchölkopfAdvances in neural information processing systems 21, 20088202008
3-) Causal inference using invariant prediction: identification and confidence intervalsJ Peters, P Bühlmann, N MeinshausenJournal of the Royal Statistical Society, Series B (with discussion) 78 (5 …, 20166192016
4-) Counterfactual reasoning and learning systems: The example of computational advertisingL Bottou, J Peters, J Quiñonero-Candela, D Charles, M Chickering, ...Journal of Machine Learning Research 14 (Léon Bottou, Jonas Peters, Joaquin …, 20138262013
5-) Inferring causation from time series in Earth system sciencesJ Runge, S Bathiany, E Bollt, G Camps-Valls, D Coumou, E Deyle, ...Nature communications 10 (1), 2553, 20197702019