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 Niklas Pfister, Sorawit Saengkyongam, Elan Rosenfeld
6 papers
· 2022–2026
· JMLR, ICLR, ICML
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Boosted Control Functions: Distribution Generalization and Invariance in Confounded Models
JMLR 2026
Invariant Subspace Decomposition
JMLR 2025
Effect-Invariant Mechanisms for Policy Generalization
JMLR 2024
Identifying Representations for Intervention Extrapolation
ICLR 2024
Exploiting Independent Instruments: Identification and Distribution Generalization
ICML 2022
Identifiability of sparse causal effects using instrumental variables
UAI 2022
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