David Kaltenpoth

12 papers A* 5A 4Journal 2Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Causal Characterization of Measurement and Mechanistic Anomalies. CoRR Hendrik Suhr, David Kaltenpoth, Jilles Vreeken
2024	A	`conf`	Identifying Confounding from Causal Mechanism Shifts. AISTATS Sarah Mameche, Jilles Vreeken, David Kaltenpoth
2023	A	`conf`	Causal Discovery with Hidden Confounders using the Algorithmic Markov Condition. UAI David Kaltenpoth, Jilles Vreeken
2023	A*	`conf`	Identifying Selection Bias from Observational Data. AAAI David Kaltenpoth, Jilles Vreeken
2023	A*	`conf`	Learning Causal Models under Independent Changes. NeurIPS Sarah Mameche, David Kaltenpoth, Jilles Vreeken
2023	A*	`conf`	Nonlinear Causal Discovery with Latent Confounders. ICML David Kaltenpoth, Jilles Vreeken
2023	A	`conf`	Nothing but Regrets - Privacy-Preserving Federated Causal Discovery. AISTATS Osman Mian, David Kaltenpoth, Michael Kamp, Jilles Vreeken
2022	A*	`conf`	Discovering Invariant and Changing Mechanisms from Data. KDD Sarah Mameche, David Kaltenpoth, Jilles Vreeken
2022	—	`conf`	Regret-based Federated Causal Discovery. CD@KDD Osman Mian, David Kaltenpoth, Michael Kamp
2020	A*	`conf`	Discovering Functional Dependencies from Mixed-Type Data. KDD Panagiotis Mandros, David Kaltenpoth, Mario Boley, Jilles Vreeken
2019	A	`conf`	We Are Not Your Real Parents: Telling Causal from Confounded using MDL. SDM David Kaltenpoth, Jilles Vreeken
2019	J	`jnl`	We Are Not Your Real Parents: Telling Causal from Confounded using MDL. CoRR David Kaltenpoth, Jilles Vreeken