Jonas Peters
21 papers · 2008–2026 · 6 venues · across top CS/AI venues
This profile combines several different researchers. Authors are keyed by name, and this name's papers fall into 7 separate collaboration groups - the largest holds only 38% of them. Pick the group below that matches the researcher you mean. How a shared name is split.
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Which Jonas Peters?
3 groups of papers that share co-authors internally but none with each other - each most likely a different researcher. Pick one to see its papers.
with Bernhard Schölkopf, Dominik Janzing, Joris M. Mooij
8 papers
· 2008–2018
· JMLR, ICML, NeurIPS
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Invariant Models for Causal Transfer Learning
JMLR 2018
Distinguishing Cause from Effect Using Observational Data: Methods and Benchmarks
JMLR 2016
The Arrow of Time in Multivariate Time Series
ICML 2016
Removing systematic errors for exoplanet search via latent causes
ICML 2015
Causal Discovery with Continuous Additive Noise Models
JMLR 2014
Causal Inference on Time Series using Restricted Structural Equation Models
NeurIPS 2013
Identifying Cause and Effect on Discrete Data using Additive Noise Models
AISTATS 2010
Nonlinear causal discovery with additive noise models
NeurIPS 2008
4 papers whose co-authors appear nowhere else under this name
Structure Learning for Directed Trees
JMLR 2022
Switching Regression Models and Causal Inference in the Presence of Discrete Latent Variables
JMLR 2020
BACKSHIFT: Learning causal cyclic graphs from unknown shift interventions
NeurIPS 2015
Counterfactual Reasoning and Learning Systems: The Example of Computational Advertising
JMLR 2013