Ekaterina Trimbach

According to our database, Ekaterina Trimbach authored at least 3 papers between 2020 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

On Acceleration of Gradient-Based Empirical Risk Minimization using Local Polynomial Regression.

Ekaterina Trimbach, Edward Duc Hien Nguyen, César A. Uribe

Proceedings of the European Control Conference, 2022

2021

Manifold Topology Divergence: a Framework for Comparing Data Manifolds.

Serguei Barannikov, Ilya Trofimov, Grigorii Sotnikov, Ekaterina Trimbach, Alexander Korotin, Alexander Filippov, Evgeny Burnaev

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020

Acceleration of stochastic methods on the example of decentralized SGD.

Ekaterina Trimbach, Rogozin Alexander

CoRR, 2020