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Postdoc

David Kaltenpoth

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Im Oberen Werk 1
66386 St. Ingbert (Germany)

Publications by David Kaltenpoth

Year 2024

Conference / Medium

International Conference on Artificial Intelligence and Statistics (AISTATS)
Identifying Confounding from Causal Mechanism Shifts.

Year 2023

Conference / Medium

Conference on Neural Information Processing Systems (NeurIPS)
Learning Causal Models under Independent Changes.

Conference / Medium

Conference on Uncertainty in Artificial Intelligence (UAI)
Causal Discovery with Hidden Confounders using the Algorithmic Markov Condition

Conference / Medium

International Conference on Machine Learning (ICML)
Nonlinear causal discovery with latent confounders

Conference / Medium

National Conference of the American Association for Artificial Intelligence (AAAI)
Identifying Selection Bias from Observational Data

Conference / Medium

International Conference on Artificial Intelligence and Statistics (AISTATS)
Nothing but Regrets — Privacy-Preserving Federated Causal Discovery

Year 2022

Conference / Medium

ACM International Conference on Knowledge Discovery and Data Mining (KDD)

Year 2020

Conference / Medium

ACM International Conference on Knowledge Discovery and Data Mining (KDD)
Discovering Functional Dependencies from Mixed-Type Data

Year 2019

Conference / Medium

SIAM International Conference on Data Mining (SDM)