Castelletti, Federico; Consonni, Guido Bayesian causal inference in probit graphical models. (English) Zbl 07808148 Bayesian Anal. 16, No. 4, 1113-1137 (2021). MSC: 62-XX PDFBibTeX XMLCite \textit{F. Castelletti} and \textit{G. Consonni}, Bayesian Anal. 16, No. 4, 1113--1137 (2021; Zbl 07808148) Full Text: DOI arXiv Link
Wang, Xiaokang; Wang, Huiwen; Wang, Zhichao; Lu, Shan; Fan, Ying Risk spillover network structure learning for correlated financial assets: a directed acyclic graph approach. (English) Zbl 07786195 Inf. Sci. 580, 152-173 (2021). MSC: 62-XX 91-XX PDFBibTeX XMLCite \textit{X. Wang} et al., Inf. Sci. 580, 152--173 (2021; Zbl 07786195) Full Text: DOI
Zhou, Yan; Song, Peter X.-K.; Wen, Xiaoquan Structural factor equation models for causal network construction via directed acyclic mixed graphs. (English) Zbl 1520.62416 Biometrics 77, No. 2, 573-586 (2021). MSC: 62P10 PDFBibTeX XMLCite \textit{Y. Zhou} et al., Biometrics 77, No. 2, 573--586 (2021; Zbl 1520.62416) Full Text: DOI
Castelletti, Federico; Consonni, Guido Bayesian inference of causal effects from observational data in Gaussian graphical models. (English) Zbl 1520.62149 Biometrics 77, No. 1, 136-149 (2021). MSC: 62P10 PDFBibTeX XMLCite \textit{F. Castelletti} and \textit{G. Consonni}, Biometrics 77, No. 1, 136--149 (2021; Zbl 1520.62149) Full Text: DOI
Bang-Jensen, Jørgen; Bessy, Stéphane; Huang, Jing; Kriesell, Matthias Good orientations of unions of edge-disjoint spanning trees. (English) Zbl 1521.05053 J. Graph Theory 96, No. 4, 594-618 (2021). MSC: 05C20 05B35 05C70 PDFBibTeX XMLCite \textit{J. Bang-Jensen} et al., J. Graph Theory 96, No. 4, 594--618 (2021; Zbl 1521.05053) Full Text: DOI
Dong, Fengming; Ge, Jun; Gong, Helin; Ning, Bo; Ouyang, Zhangdong; Tay, Eng Guan Proving a conjecture on chromatic polynomials by counting the number of acyclic orientations. (English) Zbl 1521.05054 J. Graph Theory 96, No. 3, 343-360 (2021). MSC: 05C20 05C31 PDFBibTeX XMLCite \textit{F. Dong} et al., J. Graph Theory 96, No. 3, 343--360 (2021; Zbl 1521.05054) Full Text: DOI
Mwangi, Paul; Kamaku, Waweru; Nyaga, Lewis The non-negative \(P_0\)-matrix completion problem for \(5\times 5\) matrices specifying digraphs with 5 vertices and 4 arcs for acyclic digraphs. (English) Zbl 1504.05111 Int. J. Adv. Appl. Math. Mech. 9, No. 1, 1-5 (2021). MSC: 05C20 05C21 PDFBibTeX XMLCite \textit{P. Mwangi} et al., Int. J. Adv. Appl. Math. Mech. 9, No. 1, 1--5 (2021; Zbl 1504.05111) Full Text: Link
Li, Yujian; Shan, Chuanhui; Li, Houjun; Ou, Jun A capsule-unified framework of deep neural networks for graphical programming. (English) Zbl 1498.68282 Soft Comput. 25, No. 5, 3849-3871 (2021). MSC: 68T07 PDFBibTeX XMLCite \textit{Y. Li} et al., Soft Comput. 25, No. 5, 3849--3871 (2021; Zbl 1498.68282) Full Text: DOI arXiv
Gogoshin, Grigoriy; Branciamore, Sergio; Rodin, Andrei S. Synthetic data generation with probabilistic Bayesian networks. (English) Zbl 1501.92035 Math. Biosci. Eng. 18, No. 6, 8603-8621 (2021). MSC: 92C42 92-08 05C90 PDFBibTeX XMLCite \textit{G. Gogoshin} et al., Math. Biosci. Eng. 18, No. 6, 8603--8621 (2021; Zbl 1501.92035) Full Text: DOI
Rizzi, Romeo; Tomescu, Alexandru I. Random generation of essential directed acyclic graphs. (English) Zbl 1492.05057 Rend. Ist. Mat. Univ. Trieste 53, Paper No. 22, 8 p. (2021). MSC: 05C20 05C30 68R10 05C80 62F15 PDFBibTeX XMLCite \textit{R. Rizzi} and \textit{A. I. Tomescu}, Rend. Ist. Mat. Univ. Trieste 53, Paper No. 22, 8 p. (2021; Zbl 1492.05057) Full Text: DOI
Cáceres, Manuel; Cairo, Massimo; Mumey, Brendan; Rizzi, Romeo; Tomescu, Alexandru I. A linear-time parameterized algorithm for computing the width of a DAG. (English) Zbl 07538582 Kowalik, Łukasz (ed.) et al., Graph-theoretic concepts in computer science. 47th international workshop, WG 2021, Warsaw, Poland, June 23–25, 2021. Revised selected papers. Cham: Springer. Lect. Notes Comput. Sci. 12911, 257-269 (2021). MSC: 68R10 PDFBibTeX XMLCite \textit{M. Cáceres} et al., Lect. Notes Comput. Sci. 12911, 257--269 (2021; Zbl 07538582) Full Text: DOI arXiv
Krajewska, Antonina Learning causal theories with non-reversible MCMC methods. (English) Zbl 07504940 Control Cybern. 50, No. 3, 323-361 (2021). MSC: 62-XX PDFBibTeX XMLCite \textit{A. Krajewska}, Control Cybern. 50, No. 3, 323--361 (2021; Zbl 07504940)
Tsitsiashvili, G. Sh.; Osipova, M. A. Optimal algorithm for converting an acyclic digraph to a cluster. (Russian. English summary) Zbl 1486.05295 Prikl. Diskretn. Mat. 2021, No. 54, 94-98 (2021). MSC: 05C85 05C20 05C45 05C70 68W05 PDFBibTeX XMLCite \textit{G. Sh. Tsitsiashvili} and \textit{M. A. Osipova}, Prikl. Diskretn. Mat. 2021, No. 54, 94--98 (2021; Zbl 1486.05295) Full Text: DOI MNR
Zareifard, Hamid; Rezaei Tabar, Vahid; Plewczynski, Dariusz A Gibbs sampler for learning DAG: a unification for discrete and Gaussian domains. (English) Zbl 07497083 J. Stat. Comput. Simulation 91, No. 14, 2833-2853 (2021). MSC: 62-XX PDFBibTeX XMLCite \textit{H. Zareifard} et al., J. Stat. Comput. Simulation 91, No. 14, 2833--2853 (2021; Zbl 07497083) Full Text: DOI
Antunović, Suzana; Vukičević, Damir Evaluating topological ordering in directed acyclic graphs. (English) Zbl 1481.05060 Electron. J. Graph Theory Appl. 9, No. 2, 567-580 (2021). MSC: 05C20 05C35 05C12 94C15 PDFBibTeX XMLCite \textit{S. Antunović} and \textit{D. Vukičević}, Electron. J. Graph Theory Appl. 9, No. 2, 567--580 (2021; Zbl 1481.05060) Full Text: DOI
Al’Dzhabri, Kh. Sh. Enumeration of connected components of acyclic digraph. (English) Zbl 1483.05081 J. Discrete Math. Sci. Cryptography 24, No. 7, 2047-2058 (2021). MSC: 05C30 05C20 05C40 PDFBibTeX XMLCite \textit{Kh. Sh. Al'Dzhabri}, J. Discrete Math. Sci. Cryptography 24, No. 7, 2047--2058 (2021; Zbl 1483.05081) Full Text: DOI
Solus, L.; Wang, Y.; Uhler, C. Consistency guarantees for greedy permutation-based causal inference algorithms. (English) Zbl 07459733 Biometrika 108, No. 4, 795-814 (2021). MSC: 62-XX PDFBibTeX XMLCite \textit{L. Solus} et al., Biometrika 108, No. 4, 795--814 (2021; Zbl 07459733) Full Text: DOI arXiv
King, Christopher The fluid limit of a random graph model for a shared ledger. (English) Zbl 1496.60007 Adv. Appl. Probab. 53, No. 1, 81-106 (2021). MSC: 60C05 05C80 PDFBibTeX XMLCite \textit{C. King}, Adv. Appl. Probab. 53, No. 1, 81--106 (2021; Zbl 1496.60007) Full Text: DOI arXiv
Castelletti, Federico; Mascaro, Alessandro Structural learning and estimation of joint causal effects among network-dependent variables. (English) Zbl 1477.62393 Stat. Methods Appl. 30, No. 5, 1289-1314 (2021). MSC: 62R07 62F15 62H22 68T35 PDFBibTeX XMLCite \textit{F. Castelletti} and \textit{A. Mascaro}, Stat. Methods Appl. 30, No. 5, 1289--1314 (2021; Zbl 1477.62393) Full Text: DOI
Billstein, Andreas; Schrader, Rainer A note on integral generalized flows in directed partial 2-trees. (English) Zbl 1478.90135 Inf. Process. Lett. 172, Article ID 106147, 6 p. (2021). MSC: 90C35 05C21 05C85 PDFBibTeX XMLCite \textit{A. Billstein} and \textit{R. Schrader}, Inf. Process. Lett. 172, Article ID 106147, 6 p. (2021; Zbl 1478.90135) Full Text: DOI
Buck, Johannes; Klüppelberg, Claudia Recursive max-linear models with propagating noise. (English) Zbl 1471.62353 Electron. J. Stat. 15, No. 2, 4770-4822 (2021). MSC: 62G32 62G08 62M10 62H22 60G70 PDFBibTeX XMLCite \textit{J. Buck} and \textit{C. Klüppelberg}, Electron. J. Stat. 15, No. 2, 4770--4822 (2021; Zbl 1471.62353) Full Text: DOI arXiv Link
Cao, Xuan; Lee, Kyoungjae Joint Bayesian variable and DAG selection consistency for high-dimensional regression models with network-structured covariates. (English) Zbl 1475.62115 Stat. Sin. 31, No. 3, 1509-1530 (2021). MSC: 62F07 62F15 05C90 PDFBibTeX XMLCite \textit{X. Cao} and \textit{K. Lee}, Stat. Sin. 31, No. 3, 1509--1530 (2021; Zbl 1475.62115) Full Text: DOI arXiv
Korchmaros, Annachiara The structure of 2-colored best match graphs. (English) Zbl 1473.05111 Discrete Appl. Math. 304, 397-416 (2021). MSC: 05C20 05C10 92D10 92D15 05C90 PDFBibTeX XMLCite \textit{A. Korchmaros}, Discrete Appl. Math. 304, 397--416 (2021; Zbl 1473.05111) Full Text: DOI arXiv
Park, Gunwoong; Moon, Sang Jun; Park, Sion; Jeon, Jong-June Learning a high-dimensional linear structural equation model via \(\ell_1\)-regularized regression. (English) Zbl 07370619 J. Mach. Learn. Res. 22, Paper No. 102, 41 p. (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{G. Park} et al., J. Mach. Learn. Res. 22, Paper No. 102, 41 p. (2021; Zbl 07370619) Full Text: Link
Agarwal, Chirag; Klobusicky, Joe; Schonfeld, Dan Convergence of back-propagation with momentum for network architectures with skip connections. (English) Zbl 1474.68013 J. Comput. Math. 39, No. 1, 147-158 (2021). MSC: 68M07 68R10 68T07 PDFBibTeX XMLCite \textit{C. Agarwal} et al., J. Comput. Math. 39, No. 1, 147--158 (2021; Zbl 1474.68013) Full Text: DOI arXiv
Gissibl, Nadine; Klüppelberg, Claudia; Lauritzen, Steffen Identifiability and estimation of recursive max-linear models. (English) Zbl 1467.62105 Scand. J. Stat. 48, No. 1, 188-211 (2021). MSC: 62H22 62G32 05C90 PDFBibTeX XMLCite \textit{N. Gissibl} et al., Scand. J. Stat. 48, No. 1, 188--211 (2021; Zbl 1467.62105) Full Text: DOI arXiv
Kim, Yonghwan; Shibata, Masahiro; Sudo, Yuichi; Nakamura, Junya; Katayama, Yoshiaki; Masuzawa, Toshimitsu A self-stabilizing algorithm for constructing a minimal reachable directed acyclic graph with two senders and two targets. (English) Zbl 1504.68173 Theor. Comput. Sci. 874, 1-14 (2021). MSC: 68R10 PDFBibTeX XMLCite \textit{Y. Kim} et al., Theor. Comput. Sci. 874, 1--14 (2021; Zbl 1504.68173) Full Text: DOI
Parsa, Esmaeil; Kayll, P. Mark On random digraphs and cores. (English) Zbl 1465.05164 Australas. J. Comb. 79, Part 3, 371-379 (2021). MSC: 05C80 05C20 PDFBibTeX XMLCite \textit{E. Parsa} and \textit{P. M. Kayll}, Australas. J. Comb. 79, Part 3, 371--379 (2021; Zbl 1465.05164) Full Text: arXiv Link
Wang, Bingling; Zhou, Qing Causal network learning with non-invertible functional relationships. (English) Zbl 1510.62106 Comput. Stat. Data Anal. 156, Article ID 107141, 18 p. (2021). MSC: 62D20 68T05 PDFBibTeX XMLCite \textit{B. Wang} and \textit{Q. Zhou}, Comput. Stat. Data Anal. 156, Article ID 107141, 18 p. (2021; Zbl 1510.62106) Full Text: DOI arXiv
Huang, Xianzheng; Zhang, Hongmei Tests for differential Gaussian Bayesian networks based on quadratic inference functions. (English) Zbl 1510.62046 Comput. Stat. Data Anal. 159, Article ID 107209, 17 p. (2021). MSC: 62-08 62H15 62P10 PDFBibTeX XMLCite \textit{X. Huang} and \textit{H. Zhang}, Comput. Stat. Data Anal. 159, Article ID 107209, 17 p. (2021; Zbl 1510.62046) Full Text: DOI
Hapla, Vaclav; Knepley, Matthew G.; Afanasiev, Michael; Boehm, Christian; van Driel, Martin; Krischer, Lion; Fichtner, Andreas Fully parallel mesh I/O using PETSc DMPlex with an application to waveform modeling. (English) Zbl 1462.65005 SIAM J. Sci. Comput. 43, No. 2, C127-C153 (2021). MSC: 65-04 65Y05 65M50 05C90 35L05 PDFBibTeX XMLCite \textit{V. Hapla} et al., SIAM J. Sci. Comput. 43, No. 2, C127--C153 (2021; Zbl 1462.65005) Full Text: DOI arXiv
Erdös, Péter L.; Francis, Andrew; Mezei, Tamás Róbert Rooted NNI moves and distance-1 tail moves on tree-based phylogenetic networks. (English) Zbl 1460.92140 Discrete Appl. Math. 294, 205-213 (2021). Reviewer: Fatima T. Adylova (Tashkent) MSC: 92D15 92C42 05C90 PDFBibTeX XMLCite \textit{P. L. Erdös} et al., Discrete Appl. Math. 294, 205--213 (2021; Zbl 1460.92140) Full Text: DOI arXiv
Klüppelberg, Claudia; Krali, Mario Estimating an extreme Bayesian network via scalings. (English) Zbl 1461.62083 J. Multivariate Anal. 181, Article ID 104672, 23 p. (2021). MSC: 62H22 62R01 62G30 62G32 60G70 60F10 65S05 05C90 62P10 62P05 PDFBibTeX XMLCite \textit{C. Klüppelberg} and \textit{M. Krali}, J. Multivariate Anal. 181, Article ID 104672, 23 p. (2021; Zbl 1461.62083) Full Text: DOI arXiv
Liu, Xujun; Machado, Roberto Assis; Milenkovic, Olgica Directed intersection representations and the information content of digraphs. (English) Zbl 1465.05070 IEEE Trans. Inf. Theory 67, No. 1, 347-357 (2021). MSC: 05C20 05C69 94C15 PDFBibTeX XMLCite \textit{X. Liu} et al., IEEE Trans. Inf. Theory 67, No. 1, 347--357 (2021; Zbl 1465.05070) Full Text: DOI arXiv
Döcker, Janosch; Linz, Simone; Semple, Charles Display sets of normal and tree-child networks. (English) Zbl 1456.05154 Electron. J. Comb. 28, No. 1, Research Paper P1.8, 21 p. (2021). MSC: 05C82 05C20 05C85 92D15 92C42 PDFBibTeX XMLCite \textit{J. Döcker} et al., Electron. J. Comb. 28, No. 1, Research Paper P1.8, 21 p. (2021; Zbl 1456.05154) Full Text: DOI arXiv
Asahiro, Yuichi; Furukawa, Tetsuya; Ikegami, Keiichi; Miyano, Eiji; Yagita, Tsuyoshi How to pack directed acyclic graphs into small blocks. (English) Zbl 1451.05188 Discrete Appl. Math. 288, 91-113 (2021). MSC: 05C70 05C85 68Q17 PDFBibTeX XMLCite \textit{Y. Asahiro} et al., Discrete Appl. Math. 288, 91--113 (2021; Zbl 1451.05188) Full Text: DOI
Elvey Price, Andrew; Fang, Wenjie; Wallner, Michael Compacted binary trees admit a stretched exponential. (English) Zbl 1448.05034 J. Comb. Theory, Ser. A 177, Article ID 105306, 40 p. (2021). MSC: 05C05 05C20 05C38 05C85 68Q45 PDFBibTeX XMLCite \textit{A. Elvey Price} et al., J. Comb. Theory, Ser. A 177, Article ID 105306, 40 p. (2021; Zbl 1448.05034) Full Text: DOI arXiv