Jonas Peters
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
15
Venues
3
Active years
2009–2024
Best venue rank
A*
Where they publish
Papers
15 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2024 | ICLR | Identifying Representations for Intervention Extrapolation. | Sorawit Saengkyongam, Elan Rosenfeld, Pradeep Kumar Ravikumar, Niklas Pfister, Jonas Peters |
| 2022 | ICML | Invariant Ancestry Search. | Phillip B. Mogensen, Nikolaj Thams, Jonas Peters |
| 2022 | ICML | Exploiting Independent Instruments: Identification and Distribution Generalization. | Sorawit Saengkyongam, Leonard Henckel, Niklas Pfister, Jonas Peters |
| 2022 | UAI | Identifiability of sparse causal effects using instrumental variables. | Niklas Pfister, Jonas Peters |
| 2021 | ICML | Regularizing towards Causal Invariance: Linear Models with Proxies. | Michael Oberst, Nikolaj Thams, Jonas Peters, David A. Sontag |
| 2016 | ICML | The Arrow of Time in Multivariate Time Series. | Stefan Bauer, Bernhard Schlkopf, Jonas Peters |
| 2015 | ICML | Removing systematic errors for exoplanet search via latent causes. | Bernhard Schlkopf, David W. Hogg, Dun Wang, Daniel Foreman-Mackey, Dominik Janzing, Carl-Johann Simon-Gabriel, Jonas Peters |
| 2013 | UAI | Identifying Finite Mixtures of Nonparametric Product Distributions and Causal Inference of Confounders. | Eleni Sgouritsa, Dominik Janzing, Jonas Peters, Bernhard Schlkopf |
| 2012 | ICML | On causal and anticausal learning. | Bernhard Schlkopf, Dominik Janzing, Jonas Peters, Eleni Sgouritsa, Kun Zhang, Joris M. Mooij |
| 2011 | UAI | Detecting low-complexity unobserved causes. | Dominik Janzing, Eleni Sgouritsa, Oliver Stegle, Jonas Peters, Bernhard Schlkopf |
| 2011 | UAI | Identifiability of Causal Graphs using Functional Models. | Jonas Peters, Joris M. Mooij, Dominik Janzing, Bernhard Schlkopf |
| 2011 | UAI | Kernel-based Conditional Independence Test and Application in Causal Discovery. | Kun Zhang, Jonas Peters, Dominik Janzing, Bernhard Schlkopf |
| 2009 | ICML | Regression by dependence minimization and its application to causal inference in additive noise models. | Joris M. Mooij, Dominik Janzing, Jonas Peters, Bernhard Schlkopf |
| 2009 | ICML | Detecting the direction of causal time series. | Jonas Peters, Dominik Janzing, Arthur Gretton, Bernhard Schlkopf |
| 2009 | UAI | Identifying confounders using additive noise models. | Dominik Janzing, Jonas Peters, Joris M. Mooij, Bernhard Schlkopf |