Elina Robeva

According to our database, Elina Robeva authored at least 17 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Identifying Drift, Diffusion, and Causal Structure from Temporal Snapshots.

Vincent Guan, Joseph Janssen, Hossein Rahmani, Andrew Warren, Stephen Zhang, Elina Robeva, Geoffrey Schiebinger

CoRR, 2024

Causal Discovery of Linear Non-Gaussian Causal Models with Unobserved Confounding.

Daniela Schkoda, Elina Robeva, Mathias Drton

CoRR, 2024

2023

Ultra-marginal Feature Importance: Learning from Data with Causal Guarantees.

Joseph Janssen, Vincent Guan, Elina Robeva

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2022

Robust Eigenvectors of Symmetric Tensors.

Tommi Muller, Elina Robeva, Konstantin Usevich

SIAM J. Matrix Anal. Appl., December, 2022

Publisher Correction: Geometry of Log-Concave Density Estimation.

Elina Robeva, Bernd Sturmfels, Caroline Uhler

Discret. Comput. Geom., 2022

Multivariate Super-Resolution without Separation.

Bakytzhan Kurmanbek, Elina Robeva

CoRR, 2022

2021

Multi-Trek Separation in Linear Structural Equation Models.

Elina Robeva, Jean-Baptiste Seby

SIAM J. Appl. Algebra Geom., 2021

2020

Learning Linear Non-Gaussian Graphical Models with Multidirected Edges.

Yiheng Liu, Elina Robeva, Huanqing Wang

CoRR, 2020

Orthogonal Decomposition of Tensor Trains.

Karim Halaseh, Tommi Muller, Elina Robeva

CoRR, 2020

2019

Geometry of Log-Concave Density Estimation.

Elina Robeva, Bernd Sturmfels, Caroline Uhler

Discret. Comput. Geom., 2019

Estimation of Monge Matrices.

Jan-Christian Hütter, Cheng Mao, Philippe Rigollet, Elina Robeva

CoRR, 2019

2017

Duality of Graphical Models and Tensor Networks.

Elina Robeva, Anna Seigal

CoRR, 2017

2016

Decomposing Matrices, Tensors, and Images.

Elina Robeva

PhD thesis, 2016

Orthogonal Decomposition of Symmetric Tensors.

Elina Robeva

SIAM J. Matrix Anal. Appl., 2016

Decomposing tensors into frames.

Luke Oeding, Elina Robeva, Bernd Sturmfels

Adv. Appl. Math., 2016

2015

Robust toric ideals.

Adam Boocher, Elina Robeva

J. Symb. Comput., 2015

Superresolution without separation.

Geoffrey Schiebinger, Elina Robeva, Benjamin Recht

Proceedings of the 6th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2015