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Titel:

Definite Non-Ancestral Relations and Structure Learning

Dokumenttyp:
Konferenzbeitrag
Autor(en):
Chen, Wenyu; Drton, Mathias; Shojaie, Ali
Abstract:
In causal graphical models based on directed acyclic graphs (DAGs), directed paths represent causal pathways between the corresponding variables. The variable at the beginning of such a path is referred to as an ancestor of the variable at the end of the path. Ancestral relations between variables play an important role in causal modeling. In existing literature on structure learning, these relations are usually deduced from learned structures and used for orienting edges or formulating constrai...     »
Dewey-Dezimalklassifikation:
510 Mathematik
Kongress- / Buchtitel:
8th Causal Inference Workshop at UAI (causalUAI 2021)
Datum der Konferenz:
July 30, 2021
Publikationsdatum:
30.07.2021
Jahr:
2021
Quartal:
3. Quartal
Jahr / Monat:
2021-07
Seiten:
paper #2, pages 1-5.
WWW:
https://drive.google.com/file/d/1m9kgwPRjpuoPFAnc8GGHgootgbA66OgE/view
Semester:
SS 21
TUM Einrichtung:
Lehrstuhl für Mathematische Statistik
Format:
Text
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