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Dataflow graphs as complete causal graphs

Dataflow graphs as complete causal graphs

16 March 2023
Andrei Paleyes
Siyuan Guo
Bernhard Schölkopf
Neil D. Lawrence
ArXivPDFHTML

Papers citing "Dataflow graphs as complete causal graphs"

4 / 4 papers shown
Title
Applications of statistical causal inference in software engineering
Applications of statistical causal inference in software engineering
Julien Siebert
CML
64
32
0
21 Nov 2022
Causal de Finetti: On the Identification of Invariant Causal Structure
  in Exchangeable Data
Causal de Finetti: On the Identification of Invariant Causal Structure in Exchangeable Data
Siyuan Guo
V. Tóth
Bernhard Schölkopf
Ferenc Huszár
CML
25
35
0
29 Mar 2022
Challenges in Deploying Machine Learning: a Survey of Case Studies
Challenges in Deploying Machine Learning: a Survey of Case Studies
Andrei Paleyes
Raoul-Gabriel Urma
Neil D. Lawrence
35
394
0
18 Nov 2020
Counterfactual Explanations without Opening the Black Box: Automated
  Decisions and the GDPR
Counterfactual Explanations without Opening the Black Box: Automated Decisions and the GDPR
Sandra Wachter
Brent Mittelstadt
Chris Russell
MLAU
54
2,332
0
01 Nov 2017
1