## Publications

Conditions and Assumptions for Constraint-based Causal Structure Learning, K. Sadeghi and T. Soo (2022),

*Journal of Machine Learning Research*, 23, 1--34On Finite Exchangeability and Conditional Independence, K. Sadeghi (2020),

*Electronic Journal of Statistics*, 14 (2), 2773--2797Hierarchical Models for Independence Structures of Networks, K. Sadeghi and A. Rinaldo (2020),

*Statistica Neerlandica*, 74, 439--457Markov Properties of Discrete Determinantal Point Processes (2019), K. Sadeghi and Alessandro Rinaldo,

*In Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics (AISTATS 2019) (Proceedings of Machine Learning Research)*, 89, 1313--1321On Exchangeability in Network Models (2019), S.L. Lauritzen, A. Rinaldo, and K. Sadeghi,

*Journal of Algebraic Statistics*, 10 (1), 85--113Unifying Markov Properties for Graphical Models (2018), S.L. Lauritzen and K. Sadeghi,

*Annals of Statistics*, 46 (5), 2251--2278Random Networks, Graphical Models, and Exchangeability (2018), S.L. Lauritzen, A. Rinaldo, and K. Sadeghi,

*Journal of the Royal Statistical Society Series B*, 80 (3), 481--508Faithfulness of Probability Distributions and Graphs (2017), K. Sadeghi,

*Journal of Machine Learning Research*, 18 (148), 1--29Total Positivity in Markov Structures (2017), S. Fallat, S.L. Lauritzen, K. Sadeghi, C. Uhler, N. Wermuth, and P. Zwiernik,

*Annals of Statistics*, 45 (3), 1152--1184On the Number of Non-zero Elements of Joint Degree Vectors (2017), E. Czabarka, J. Rauh, K. Sadeghi, T. Short, and G. Szekely,

*Electronic Journal of Combinatorics*, 24 (1), P1.55Pairwise Markov Properties for Regression Graphs (2016), K. Sadeghi and N. Wermuth,

*Stat*, 5, 286--294Marginalization and Conditioning for LWF Chain Graphs (2016), K. Sadeghi,

*Annals of Statistics*, 44 (4), 1792--1816Markov Properties for Mixed Graphs (2014), K. Sadeghi and S.L. Lauritzen,

*Bernoulli*, 20 (2), 676--696Beta Model for Hypergraphs (2014), D. Stasi, K. Sadeghi, A. Rinaldo, S. Petrovic, and S. Fienberg,

*In Proceedings of 21st International Conference on Computational Statistics*, 593--600Statistical Models for Degree Distributions of Networks (2014), K. Sadeghi and A. Rinaldo,

*NIPS workshop*, Montreal, CanadaStable Mixed Graphs (2013), K. Sadeghi,

*Bernoulli*, 19 (5B), 2330--2358Sequences of Regressions and their Independences (2012), N. Wermuth and K. Sadeghi, invited discussion paper in

*TEST*, 21 (2), 215--252 and 274--279Graphical Markov Models with Mixed Graphs in R (2012), K. Sadeghi and G.M. Marchetti,

*The R Journal*, 4 (2), 65--73Markov Equivalences for Subclasses of Loopless Mixed Graphs (2011), , K. Sadeghi, arXiv:1110.4539

Graphical Representation of Independence Structures (2012), K. Sadeghi,

*DPhil thesis*, University of OxfordGraph Theoretical Proofs for Separation Criteria (2008), K. Sadeghi,

*MSc Thesis*, Chalmers University of Technology

--

--