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Emilija Perkovic

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2020 – today

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2024
[c5]
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Sara LaPlante, Emilija Perkovic:
Conditional Adjustment in a Markov Equivalence Class. AISTATS 2024: 2782-2790
[i1]
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  - journals/corr/abs-2407-07338
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Aparajithan Venkateswaran, Emilija Perkovic:
Towards Complete Causal Explanation with Expert Knowledge. CoRR abs/2407.07338 (2024)
2022
[j2]
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F. Richard Guo, Emilija Perkovic:
Efficient Least Squares for Estimating Total Effects under Linearity and Causal Sufficiency. J. Mach. Learn. Res. 23: 104:1-104:41 (2022)
2021
[c4]
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F. Richard Guo, Emilija Perkovic:
Minimal enumeration of all possible total effects in a Markov equivalence class. AISTATS 2021: 2395-2403
2020
[c3]
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Emilija Perkovic:
Identifying causal effects in maximally oriented partially directed acyclic graphs. UAI 2020: 530-539

2010 – 2019

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2017
[j1]
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Emilija Perkovic, Johannes Textor, Markus Kalisch, Marloes H. Maathuis:
Complete Graphical Characterization and Construction of Adjustment Sets in Markov Equivalence Classes of Ancestral Graphs. J. Mach. Learn. Res. 18: 220:1-220:62 (2017)
[c2]
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Emilija Perkovic, Markus Kalisch, Marloes H. Maathuis:
Interpreting and Using CPDAGs With Background Knowledge. UAI 2017
2015
[c1]
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Emilija Perkovic, Johannes Textor, Markus Kalisch, Marloes H. Maathuis:
A Complete Generalized Adjustment Criterion. UAI 2015: 682-691

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