Elina Robeva

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 16

Top Topics

Graphical Models

Density Estimation

Single Image Super Resolution

Top Venues

Discret. Comput. Geom.

SIAM J. Matrix Anal. Appl.

Publications

Joseph Janssen, Vincent Guan, Elina Robeva
Ultra-marginal Feature Importance: Learning from Data with Causal Guarantees. AISTATS (2023)
Bakytzhan Kurmanbek, Elina Robeva
Multivariate Super-Resolution without Separation. CoRR (2022)
Elina Robeva, Bernd Sturmfels, Caroline Uhler
Publisher Correction: Geometry of Log-Concave Density Estimation. Discret. Comput. Geom. 68 (2) (2022)
Tommi Muller, Elina Robeva, Konstantin Usevich
Robust Eigenvectors of Symmetric Tensors. SIAM J. Matrix Anal. Appl. 43 (4) (2022)
Tommi Muller, Elina Robeva, Konstantin Usevich
Robust Eigenvectors of Symmetric Tensors. CoRR (2021)
Elina Robeva, Jean-Baptiste Seby
Multi-Trek Separation in Linear Structural Equation Models. SIAM J. Appl. Algebra Geom. 5 (2) (2021)
Karim Halaseh, Tommi Muller, Elina Robeva
Orthogonal Decomposition of Tensor Trains. CoRR (2020)
Yiheng Liu, Elina Robeva, Huanqing Wang
Learning Linear Non-Gaussian Graphical Models with Multidirected Edges. CoRR (2020)
Elina Robeva, Bernd Sturmfels, Caroline Uhler
Geometry of Log-Concave Density Estimation. Discret. Comput. Geom. 61 (1) (2019)
Jan-Christian Hütter, Cheng Mao, Philippe Rigollet, Elina Robeva
Estimation of Monge Matrices. CoRR (2019)
Elina Robeva, Anna Seigal
Duality of Graphical Models and Tensor Networks. CoRR (2017)
Luke Oeding, Elina Robeva, Bernd Sturmfels
Decomposing tensors into frames. Adv. Appl. Math. 73 (2016)
Elina Robeva
Orthogonal Decomposition of Symmetric Tensors. SIAM J. Matrix Anal. Appl. 37 (1) (2016)
Adam Boocher, Elina Robeva
Robust toric ideals. J. Symb. Comput. 68 (2015)
Geoffrey Schiebinger, Elina Robeva, Benjamin Recht
Superresolution without Separation. CoRR (2015)
Geoffrey Schiebinger, Elina Robeva, Benjamin Recht
Superresolution without separation. CAMSAP (2015)