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David Kaltenpoth
Person information
- affiliation: CISPA Helmholtz Center for Information Security, Saarbrücken, Germany
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2020 – today
- 2024
- [c10]Sarah Mameche, Jilles Vreeken, David Kaltenpoth:
Identifying Confounding from Causal Mechanism Shifts. AISTATS 2024: 4897-4905 - 2023
- [c9]David Kaltenpoth, Jilles Vreeken:
Identifying Selection Bias from Observational Data. AAAI 2023: 8177-8185 - [c8]Osman Mian, David Kaltenpoth, Michael Kamp, Jilles Vreeken:
Nothing but Regrets - Privacy-Preserving Federated Causal Discovery. AISTATS 2023: 8263-8278 - [c7]David Kaltenpoth, Jilles Vreeken:
Nonlinear Causal Discovery with Latent Confounders. ICML 2023: 15639-15654 - [c6]Sarah Mameche, David Kaltenpoth, Jilles Vreeken:
Learning Causal Models under Independent Changes. NeurIPS 2023 - [c5]David Kaltenpoth, Jilles Vreeken:
Causal Discovery with Hidden Confounders using the Algorithmic Markov Condition. UAI 2023: 1016-1026 - 2022
- [c4]Sarah Mameche, David Kaltenpoth, Jilles Vreeken
:
Discovering Invariant and Changing Mechanisms from Data. KDD 2022: 1242-1252 - [c3]Osman Mian, David Kaltenpoth, Michael Kamp:
Regret-based Federated Causal Discovery. CD@KDD 2022: 61-69 - 2020
- [c2]Panagiotis Mandros, David Kaltenpoth, Mario Boley, Jilles Vreeken
Discovering Functional Dependencies from Mixed-Type Data. KDD 2020: 1404-1414
2010 – 2019
- 2019
- [c1]David Kaltenpoth, Jilles Vreeken
We Are Not Your Real Parents: Telling Causal from Confounded using MDL. SDM 2019: 199-207 - [i1]David Kaltenpoth, Jilles Vreeken:
We Are Not Your Real Parents: Telling Causal from Confounded using MDL. CoRR abs/1901.06950 (2019)
Coauthor Index
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last updated on 2024-05-14 20:28 CEST by the dblp team
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