A blood atlas of COVID-19 defines hallmarks of disease severity and specificity DJ Ahern, Z Ai, M Ainsworth, C Allan, A Allcock, B Angus, MA Ansari, ... Cell 185 (5), 916-938. e58, 2022 | 198 | 2022 |
Duality of graphical models and tensor networks E Robeva, A Seigal Information and Inference: A Journal of the IMA 8 (2), 273-288, 2019 | 86 | 2019 |
Linear causal disentanglement via interventions C Squires, A Seigal, SS Bhate, C Uhler International Conference on Machine Learning, 32540-32560, 2023 | 71 | 2023 |
Eigenconfigurations of tensors H Abo, A Seigal, B Sturmfels Algebraic and geometric methods in discrete mathematics 685, 1-25, 2017 | 54 | 2017 |
Invariant theory and scaling algorithms for maximum likelihood estimation C Améndola, K Kohn, P Reichenbach, A Seigal SIAM Journal on Applied Algebra and Geometry 5 (2), 304-337, 2021 | 51 | 2021 |
Learning paths from signature tensors M Pfeffer, A Seigal, B Sturmfels SIAM Journal on Matrix Analysis and Applications 40 (2), 394-416, 2019 | 31 | 2019 |
The maximum likelihood degree of linear spaces of symmetric matrices C Améndola, L Gustafsson, K Kohn, O Marigliano, A Seigal arXiv preprint arXiv:2012.00198, 2020 | 27 | 2020 |
Ranks and symmetric ranks of cubic surfaces A Seigal Journal of Symbolic Computation 101, 304-317, 2020 | 26 | 2020 |
Singular vectors of orthogonally decomposable tensors E Robeva, A Seigal Linear and Multilinear Algebra 65 (12), 2457-2471, 2017 | 23 | 2017 |
Mixtures and products in two graphical models A Seigal, G Montúfar Journal of Algebraic Statistics 9 (1), 2018 | 17 | 2018 |
Real rank two geometry A Seigal, B Sturmfels Journal of Algebra 484, 310-333, 2017 | 14 | 2017 |
Toric invariant theory for maximum likelihood estimation in log-linear models C Améndola, K Kohn, P Reichenbach, A Seigal Algebraic Statistics 12 (2), 187-211, 2021 | 12 | 2021 |
Does antibiotic resistance evolve in hospitals? A Seigal, P Mira, B Sturmfels, M Barlow Bulletin of mathematical biology 79, 191-208, 2017 | 12 | 2017 |
Lower bounds on the rank and symmetric rank of real tensors K Wang, A Seigal Journal of Symbolic Computation 118, 69-92, 2023 | 9 | 2023 |
Symmetries in directed Gaussian graphical models V Makam, P Reichenbach, A Seigal Electronic Journal of Statistics 17 (2), 3969-4010, 2023 | 9 | 2023 |
Local dynamics of intersections: VI Arnold’s theorem revisited AL Seigal, S Yakovenko Israel Journal of Mathematics 201, 813-833, 2014 | 9 | 2014 |
Structured tensors and the geometry of data AL Seigal University of California, Berkeley, 2019 | 8 | 2019 |
Principal components along quiver representations A Seigal, HA Harrington, V Nanda Foundations of Computational Mathematics 23 (4), 1129-1165, 2023 | 7 | 2023 |
Tensor clustering with algebraic constraints gives interpretable groups of crosstalk mechanisms in breast cancer A Seigal, M Beguerisse-Diaz, B Schoeberl, M Niepel, HA Harrington Journal of the Royal Society Interface 16 (151), 20180661, 2019 | 7* | 2019 |
Gram determinants of real binary tensors A Seigal Linear algebra and its applications 544, 350-369, 2018 | 6 | 2018 |