Emilija Perkovic

According to our database, Emilija Perkovic authored at least 8 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Towards Complete Causal Explanation with Expert Knowledge.

Aparajithan Venkateswaran, Emilija Perkovic

CoRR, 2024

Conditional Adjustment in a Markov Equivalence Class.

Sara LaPlante, Emilija Perkovic

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2022

Efficient Least Squares for Estimating Total Effects under Linearity and Causal Sufficiency.

F. Richard Guo, Emilija Perkovic

J. Mach. Learn. Res., 2022

2021

Minimal enumeration of all possible total effects in a Markov equivalence class.

F. Richard Guo, Emilija Perkovic

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

2020

Identifying causal effects in maximally oriented partially directed acyclic graphs.

Emilija Perkovic

Proceedings of the Thirty-Sixth Conference on Uncertainty in Artificial Intelligence, 2020

2017

Complete Graphical Characterization and Construction of Adjustment Sets in Markov Equivalence Classes of Ancestral Graphs.

Emilija Perkovic, Johannes Textor, Markus Kalisch, Marloes H. Maathuis

J. Mach. Learn. Res., 2017

Interpreting and Using CPDAGs With Background Knowledge.

Emilija Perkovic, Markus Kalisch, Marloes H. Maathuis

Proceedings of the Thirty-Third Conference on Uncertainty in Artificial Intelligence, 2017

2015

A Complete Generalized Adjustment Criterion.

Emilija Perkovic, Johannes Textor, Markus Kalisch, Marloes H. Maathuis

Proceedings of the Thirty-First Conference on Uncertainty in Artificial Intelligence, 2015