Follow
Carlos Améndola
Carlos Améndola
Assistant Professor, TU Berlin
Verified email at math.tu-berlin.de - Homepage
Title
Cited by
Cited by
Year
Moment varieties of Gaussian mixtures
C Améndola, JC Faugčre, B Sturmfels
Algebraic Statistics 7 (1), 14-28, 2016
732016
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
492021
The maximum likelihood degree of toric varieties
C Améndola, N Bliss, I Burke, CR Gibbons, M Helmer, S Hoşten, ED Nash, ...
Journal of Symbolic Computation 92, 222-242, 2019
452019
Algebraic identifiability of Gaussian mixtures
C Améndola, K Ranestad, B Sturmfels
International mathematics research notices 2018 (21), 6556-6580, 2018
432018
Maximum number of modes of Gaussian mixtures
C Améndola, A Engström, C Haase
Information and Inference: A Journal of the IMA, 2019
382019
Maximum likelihood estimates for Gaussian mixtures are transcendental
C Améndola, M Drton, B Sturmfels
International Conference on Mathematical Aspects of Computer and Information …, 2015
312015
Varieties of signature tensors
C Améndola, P Friz, B Sturmfels
Forum of Mathematics, Sigma 7, e10, 2019
282019
Discrete Gaussian distributions via theta functions
D Agostini, C Améndola
SIAM Journal on Applied Algebra and Geometry 3 (1), 1-30, 2019
272019
Conditional independence in max-linear Bayesian networks
C Améndola, C Klüppelberg, S Lauritzen, NM Tran
The Annals of Applied Probability 32 (1), 1-45, 2022
262022
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
252020
Solving parameterized polynomial systems with decomposable projections
C Améndola, J Lindberg, JI Rodriguez
arXiv preprint arXiv:1612.08807, 2016
232016
Structure learning for cyclic linear causal models
C Améndola, P Dettling, M Drton, F Onori, J Wu
Conference on Uncertainty in Artificial Intelligence, 999-1008, 2020
212020
Maximum likelihood estimation of toric Fano varieties
C Améndola, D Kosta, K Kubjas
Algebraic Statistics 11 (1), 5-30, 2020
112020
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
102021
Third-order moment varieties of linear non-Gaussian graphical models
C Améndola, M Drton, A Grosdos, R Homs, E Robeva
Information and Inference: A Journal of the IMA 12 (3), 1405-1436, 2023
8*2023
Markov equivalence of max-linear Bayesian networks
C Améndola, B Hollering, S Sullivant, N Tran
Uncertainty in Artificial Intelligence, 1746-1755, 2021
82021
Computing tropical varieties in Macaulay2
C Améndola, K Kohn, S Lamboglia, D Maclagan, B Smith, J Sommars, ...
arXiv preprint arXiv:1710.10651, 2017
82017
Algebraic Statistics of Gaussian Mixtures
C Améndola
TU Berlin, 2017
8*2017
Estimating Gaussian mixtures using sparse polynomial moment systems
J Lindberg, C Améndola, JI Rodriguez
arXiv preprint arXiv:2106.15675, 2021
72021
Moment identifiability of homoscedastic Gaussian mixtures
D Agostini, C Améndola, K Ranestad
Foundations of Computational Mathematics 21, 695-724, 2021
62021
The system can't perform the operation now. Try again later.
Articles 1–20