David Kaltenpoth
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
8
Venues
6
Active years
2019–2024
Best venue rank
A*
Where they publish
Papers
8 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2024 | AISTATS | Identifying Confounding from Causal Mechanism Shifts. | Sarah Mameche, Jilles Vreeken, David Kaltenpoth |
| 2023 | AAAI | Identifying Selection Bias from Observational Data. | David Kaltenpoth, Jilles Vreeken |
| 2023 | AISTATS | Nothing but Regrets - Privacy-Preserving Federated Causal Discovery. | Osman Mian, David Kaltenpoth, Michael Kamp, Jilles Vreeken |
| 2023 | ICML | Nonlinear Causal Discovery with Latent Confounders. | David Kaltenpoth, Jilles Vreeken |
| 2023 | UAI | Causal Discovery with Hidden Confounders using the Algorithmic Markov Condition. | David Kaltenpoth, Jilles Vreeken |
| 2022 | KDD | Discovering Invariant and Changing Mechanisms from Data. | Sarah Mameche, David Kaltenpoth, Jilles Vreeken |
| 2020 | KDD | Discovering Functional Dependencies from Mixed-Type Data. | Panagiotis Mandros, David Kaltenpoth, Mario Boley, Jilles Vreeken |
| 2019 | SDM | We Are Not Your Real Parents: Telling Causal from Confounded using MDL. | David Kaltenpoth, Jilles Vreeken |