Elias Samuel Wirth

According to our database, Elias Samuel Wirth authored at least 14 papers between 2021 and 2026.

Collaborative distances:

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

2026

Fast Convergence of Frank-Wolfe Algorithms on Polytopes.

Elias Samuel Wirth, Javier Peña, Sebastian Pokutta

Math. Oper. Res., 2026

2025

Improved Algorithms and Novel Applications of the FrankWolfe.jl Library.

Mathieu Besançon, Sébastien Designolle, Jannis Halbey, Deborah Hendrych, Dominik Kuzinowicz, Sebastian Pokutta, Hannah Troppens, Daniel Viladrich Herrmannsdoerfer, Elias Samuel Wirth

ACM Trans. Math. Softw., December, 2025

Correction: Accelerated affine-invariant convergence rates of the Frank-Wolfe algorithm with open-loop step-sizes.

Elias Samuel Wirth, Javier Peña, Sebastian Pokutta

Math. Program., November, 2025

Accelerated affine-invariant convergence rates of the Frank-Wolfe algorithm with open-loop step-sizes.

Elias Samuel Wirth, Javier Peña, Sebastian Pokutta

Math. Program., November, 2025

Linear Convergence of the Frank-Wolfe Algorithm over Product Polytopes.

Gabriele Iommazzo, David Martínez-Rubio, Francisco Criado, Elias Samuel Wirth, Sebastian Pokutta

CoRR, May, 2025

Approximating Latent Manifolds in Neural Networks via Vanishing Ideals.

Nico Pelleriti, Max Zimmer, Elias Samuel Wirth, Sebastian Pokutta

Proceedings of the Forty-second International Conference on Machine Learning, 2025

The Pivoting Framework: Frank-Wolfe Algorithms with Active Set Size Control.

Mathieu Besançon, Sebastian Pokutta, Elias Samuel Wirth

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2025

2023

Sum of Squares Bounds for the Empty Integral Hull Problem.

Adam Kurpisz, Elias Samuel Wirth

Proceedings of the 2023 International Symposium on Symbolic and Algebraic Computation, 2023

Approximate Vanishing Ideal Computations at Scale.

Elias Samuel Wirth, Hiroshi Kera, Sebastian Pokutta

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Accelerated and Sparse Algorithms for Approximate Personalized PageRank and Beyond.

David Martínez-Rubio, Elias Samuel Wirth, Sebastian Pokutta

Proceedings of the Thirty Sixth Annual Conference on Learning Theory, 2023

Acceleration of Frank-Wolfe Algorithms with Open-Loop Step-Sizes.

Elias Samuel Wirth, Thomas Kerdreux, Sebastian Pokutta

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

2022

Conditional Gradients for the Approximately Vanishing Ideal.

Elias Samuel Wirth, Sebastian Pokutta

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

2021

Efficient Online-Bandit Strategies for Minimax Learning Problems.

Christophe Roux, Elias Samuel Wirth, Sebastian Pokutta, Thomas Kerdreux

CoRR, 2021

SoS Certification for Symmetric Quadratic Functions and Its Connection to Constrained Boolean Hypercube Optimization.

Adam Kurpisz, Aaron Potechin, Elias Samuel Wirth

Proceedings of the 48th International Colloquium on Automata, Languages, and Programming, 2021