Sarah Mameche

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 4

Top Topics

Causal Networks

Historical Data

Selection Mechanism

Probability Distribution

Top Venues

Publications

Sarah Mameche, Jilles Vreeken, David Kaltenpoth
Identifying Confounding from Causal Mechanism Shifts. AISTATS (2024)
Osman Mian, Sarah Mameche, Jilles Vreeken
Learning Causal Networks from Episodic Data. KDD (2024)
Sarah Mameche, David Kaltenpoth, Jilles Vreeken
Learning Causal Models under Independent Changes. NeurIPS (2023)
Sarah Mameche, David Kaltenpoth, Jilles Vreeken
Discovering Invariant and Changing Mechanisms from Data. KDD (2022)