Ekaterina Trimbach

Publication Activity (10 Years)

Years Active: 2020-2022
Publications (10 Years): 5

Top Topics

Rates Of Convergence

Polynomial Regression

Statistical Learning Theory

Top Venues

Publications

Ekaterina Trimbach, Edward Duc Hien Nguyen, César A. Uribe
On Acceleration of Gradient-Based Empirical Risk Minimization using Local Polynomial Regression. CoRR (2022)
Ekaterina Trimbach, Edward Duc Hien Nguyen, César A. Uribe
On Acceleration of Gradient-Based Empirical Risk Minimization using Local Polynomial Regression. ECC (2022)
Serguei Barannikov, Ilya Trofimov, Grigorii Sotnikov, Ekaterina Trimbach, Alexander Korotin, Alexander Filippov, Evgeny Burnaev
Manifold Topology Divergence: a Framework for Comparing Data Manifolds. CoRR (2021)
Serguei Barannikov, Ilya Trofimov, Grigorii Sotnikov, Ekaterina Trimbach, Alexander Korotin, Alexander Filippov, Evgeny Burnaev
Manifold Topology Divergence: a Framework for Comparing Data Manifolds. NeurIPS (2021)
Ekaterina Trimbach, Rogozin Alexander
Acceleration of stochastic methods on the example of decentralized SGD. CoRR (2020)